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2. Deep learning for structural health monitoring: An application to heritage structures

Author

Carrara F., Falchi F., Girardi M., Messina N., Padovani C., and Pellegrini D.

Subjects
Deep learning, Anomaly detection, Heritage structures
Abstract

Thanks to recent advancements in numerical methods, computer power, and monitoring technology, seismic ambient noise provides precious information about the structural behavior of old buildings. The measurement of the vibrations produced by anthropic and environmental sources and their use for dynamic identification and structural health monitoring of buildings initiated an emerging, cross-disciplinary field engaging seismologists, engineers, mathematicians, and computer scientists. In this work, we employ recent deep learning techniques for time-series forecasting to inspect and detect anomalies in the large dataset recorded during a long-term monitoring campaign conducted on the San Frediano bell tower in Lucca. We frame the problem as an unsupervised anomaly detection task and train a Temporal Fusion Transformer to learn the normal dynamics of the structure. We then detect the anomalies by looking at the differences between the predicted and observed frequencies.

Published
2023

3. Social and hUman ceNtered XR

Author

Vairo C., Callieri M., Carrara F., Cignoni P., Di Benedetto M., Gennaro C., Giorgi D., Palma G., Vadicamo L., and Amato G.

Subjects
Extended reality, Artificial Intelligence, Digital twins
Abstract

The Social and hUman ceNtered XR (SUN) project is focused on developing eXtended Reality (XR) solutions that integrate the physical and virtual world in a way that is convincing from a human and social perspective. In this paper, we outline the limitations that the SUN project aims to overcome, including the lack of scalable and cost-effective solutions for developing XR applications, limited solutions for mixing the virtual and physical environment, and barriers related to resource limitations of end-user devices. We also propose solutions to these limitations, including using artificial intelligence, computer vision, and sensor analysis to incrementally learn the visual and physical properties of real objects and generate convincing digital twins in the virtual environment. Additionally, the SUN project aims to provide wearable sensors and haptic interfaces to enhance natural interaction with the virtual environment and advanced solutions for user interaction. Finally, we describe three real-life scenarios in which we aim to demonstrate the proposed solutions.

Published
2023

4. Long-Term Outcomes of Kidney Transplants from Older/Marginal Donors: A Cohort Study

Author

Bikbov, B, Ruggenenti, P, Perna, A, Perico, N, Gotti, E, Plati, A, Gaspari, F, Carrara, F, Gambara, V, Peracchi, T, Rossini, G, Rota, G, Lacanna, F, Amaduzzi, A, Colledan, M, Remuzzi, G, Bikbov B., Ruggenenti P., Perna A., Perico N., Gotti E., Plati A., Gaspari F., Carrara F., Gambara V., Peracchi T., Rossini G., Rota G., Lacanna F., Amaduzzi A., Colledan M., Remuzzi G., Bikbov, B, Ruggenenti, P, Perna, A, Perico, N, Gotti, E, Plati, A, Gaspari, F, Carrara, F, Gambara, V, Peracchi, T, Rossini, G, Rota, G, Lacanna, F, Amaduzzi, A, Colledan, M, Remuzzi, G, Bikbov B., Ruggenenti P., Perna A., Perico N., Gotti E., Plati A., Gaspari F., Carrara F., Gambara V., Peracchi T., Rossini G., Rota G., Lacanna F., Amaduzzi A., Colledan M., and Remuzzi G.

Abstract

Introduction: To safely expand the donor pool, we introduced a strategy of biopsy-guided selection and allocation to single or dual transplantation of kidneys from donors >60 years old or with hypertension, diabetes, and/or proteinuria (older/marginal donors). Here, we evaluated the long-term performance of this approach in everyday clinical practice. Methods: In this single-center cohort study, we compared outcomes of 98 patients who received one or two biopsy-evaluated grafts from older/marginal donors ("recipients") and 198 patients who received nonhistologically assessed single graft from ideal donors ("reference-recipients") from October 2004 to December 2015 at the Bergamo Transplant Center (Italy). Results: Older/marginal donors and their recipients were 27.9 and 19.3 years older than ideal donors and their reference-recipients, respectively. KDPI/KDRI and donor serum creatinine were higher and cold ischemia time longer in the recipient group. During a median follow-up of 51.9 (interquartile range 23.1-88.6) months, 11.2% of recipients died, 7.1% lost their graft, and 16.3% had biopsy-proven acute rejection (BPAR) versus 3.5, 7.6, and 17.7%, respectively, of reference-recipients. Overall death-censored graft failure (rate ratio 0.78 [95% CI 0.33-2.08]), 5-year death-censored graft survival (94.3% [87.8-100.0] vs. 94.2% [90.5-98.0]), BPAR incidence (rate ratio 0.87 [0.49-1.62]), and yearly measured glomerular filtration rate decline (1.18 ± 3.27 vs. 0.68 ± 2.42 mL/min/1.73 m2, p = 0.37) were similar between recipients and reference-recipients, respectively. Conclusions: Biopsy-guided selection and allocation of kidneys from older/marginal donors can safely increase transplant activity in clinical practice without affecting long-term outcomes. This may help manage the growing gap between organ demand and supply without affecting long-term recipient and graft outcomes.

Published
2021

5. Glomerular resistances predict long-term GFR decline in type 2 diabetic patients without overt nephropathy: a longitudinal subgroup analysis of the DEMAND trial

Author

Carrara, F, Ruggenenti, P, Perna, A, Iliev, I, Gaspari, F, Ferrari, S, Stucchi, N, Bossi, A, Trevisan, R, Remuzzi, G, Parvanova, A, Carrara, Fabiola, Ruggenenti, Piero, Perna, Annalisa, Iliev, Ilian Petrov, Gaspari, Flavio, Ferrari, Silvia, Stucchi, Nadia, Bossi, Antonio, Trevisan, Roberto, Remuzzi, Giuseppe, Parvanova, Aneliya, Carrara, F, Ruggenenti, P, Perna, A, Iliev, I, Gaspari, F, Ferrari, S, Stucchi, N, Bossi, A, Trevisan, R, Remuzzi, G, Parvanova, A, Carrara, Fabiola, Ruggenenti, Piero, Perna, Annalisa, Iliev, Ilian Petrov, Gaspari, Flavio, Ferrari, Silvia, Stucchi, Nadia, Bossi, Antonio, Trevisan, Roberto, Remuzzi, Giuseppe, and Parvanova, Aneliya

Abstract

Aims: Investigating whether and to what extent changes in glomerular hemodynamic parameters, beyond glomerular hyperfiltration, could predict glomerular filtration rate (GFR) decline in hypertensive, non-proteinuric type 2 diabetic patients. Materials and methods: We estimated baseline afferent (Ra) and efferent (Re) arteriolar resistances and glomerular hydrostatic pressure in 60 consecutive patients from DEMAND study, using the Gomez’ equations. Baseline renal plasma flow was measured by para-aminohippurate plasma clearance, and GFR was measured by iohexol plasma clearance at baseline and every 6 months for a median of 4.0 years [IQR 3.5–4.0 years]. Patients with a GFR decline > or ≤ 3 mL/min/1.73 m2/year were categorized as “Progressors” and “Non-progressors,” respectively. Predictors of GFR decline were studied by univariable and multivariable logistic regression analysis. Results: •The GFR declined by a median [IQR] of 4.06 [5.46–2.00] mL/min/1.73 m2/year in the study group as a whole and by 5.35 [6.60–4.48] mL/min/1.73 m2/year and 1.71 [2.14–1.33] mL/min/1.73 m2/year in Progressors and Non-progressors, considered separately. Progressors had a higher baseline Ra (3487.3 ± 1349.3 dyne•sec•cm−5 vs. 2877.0 ± 668.9 dyne•sec•cm−5, p < 0.05) and higher Ra/Re ratio (1.4 ± 0.5 vs. 1.1 ± 0.3, p < 0.01) than Non-progressors. At multivariable logistic regression analysis, Ra/Re ratio and arterial hypertension duration were independently associated with GFR decline (odds ratio [95% CI] 8.50 [1.56–46.28] and 1.14 [1.01–1.28]), respectively. Conclusions: Increased Ra/Re ratio and arterial hypertension duration predict early GFR decline in hypertensive non-proteinuric type 2 diabetic patients. These findings could be explained by glomerular hypoperfusion and chronic ischemic injury related to pre-glomerular arteriolar narrowing. Clinical trial registration: DEMAND, NCT00157586, September 12, 2005.

Published
2022

6. AIMH Lab for the Industry

Author

Carrara F., Ciampi L., Di Benedetto M., Falchi F., Gennaro C., Massoli F.V., and Amato G.

Subjects
Artificial Intelligence, Visual counting, Industry, Quality control, Computer vision, Anomaly detection, Self-driving cars
Abstract

In this short paper, we report the activities of the Artificial Intelligence for Media and Humanities (AIMH) laboratory of the ISTI-CNR related to Industry. The massive digitalization affecting all the stages of product design, production, and control calls for data-driven algorithms helping in the coordination of humans, machines, and digital resources in Industry 4.0. In this context, we developed AI-based Computer-Vision technologies of general interest in the emergent digital paradigm of the fourth industrial revolution, fo-cusing on anomaly detection and object counting for computer-assisted testing and quality control. Moreover, in the automotive sector, we explore the use of virtual worlds to develop AI systems in otherwise practically unfeasible scenarios, showing an application for accident avoidance in self-driving car AI agents.

Published
2022

7. AI and computer vision for smart cities

Author

Amato G., Carrara F., Ciampi L., Di Benedetto M., Gennaro C., Falchi F., Messina N., and Vairo C.

Subjects
Smart city, Smart parking, Smart mobility, Deep Learning, Computer vision
Abstract

Artificial Intelligence (AI) is increasingly employed to develop public services that make life easier for citizens. In this abstract, we present some research topics and applications carried out by the Artificial Intelligence for Media and Humanities (AIMH) laboratory of the ISTI-CNR of Pisa about the study and development of AI-based services for Smart Cities dedicated to the interaction with the physical world through the analysis of images gathered from city cameras. Like no other sensing mechanism, networks of city cameras can 'observe' the world and simultaneously provide visual data to AI systems to extract relevant information and make/suggest decisions helping to solve many real-world problems. Specifically, we discuss some solutions in the context of smart mobility, parking monitoring, infrastructure management, and surveillance systems.

Published
2022

8. AIMH research activities 2022

Author

Aloia N., Amato G., Bartalesi V., Benedetti F., Bolettieri P., Cafarelli D., Carrara F., Casarosa V., Ciampi L., Coccomini D. A., Concordia C., Corbara S., Di Benedetto M., Esuli A., Falchi F., Gennaro C., Lagani G., Lenzi E., Meghini C., Messina N., Metilli D., Molinari A., Moreo A., Nardi A., Pedrotti A., Pratelli N., Rabitti F., Savino P., Sebastiani F., Sperduti G., Thanos C., Trupiano L., Vadicamo L., and Vairo C.

Subjects
Machine Learning, Similarity Search, Deep Learning, Artificial Intelligence, Computer Vision, Representation Learning, Transfer Learning, Text Classification, Multimedia Information Retrieval
Abstract

The Artificial Intelligence for Media and Humanities laboratory (AIMH) has the mission to investigate and advance the state of the art in the Artificial Intelligence field, specifically addressing applications to digital media and digital humanities, and taking also into account issues related to scalability. This report summarize the 2022 activities of the research group.

Published
2022

9. AIMH Lab for Healthcare and Wellbeing

Author

Di Benedetto M., Carrara F., Ciampi L., Falchi F., Gennaro C., and Amato G.

Subjects
Artificial Intelligence, Microscopy images, Pupil, Medical imaging, Fronto-temporal dementia, Cell counting
Abstract

In this work we report the activities of the Artificial Intelligence for Media and Humanities (AIMH) laboratory of the ISTI-CNR related to Healthcare and Wellbeing. By exploiting the advances of recent machine learning methods and the compute power of desktop and mobile platforms, we will show how artificial intelligence tools can be used to improve healthcare systems in various parts of disease treatment. In particular we will see how deep neural networks can assist doctors from diagnosis (e.g., cell counting, pupil and brain analysis) to communication to patients with Augmented Reality .

Published
2022

10. AIMH Lab: Smart Cameras for Public Administration

Author

Ciampi L., Cafarelli D., Carrara F., Di Benedetto M., Falchi F., Gennaro C., Massoli F. V., Messina N., and Amato G.

Subjects
Parking lot monitoring, Human activity monitoring, Artificial Intelligence, Traffic density estimation, Facial expression recognition, Virtual to real adaptation
Abstract

In this short paper, we report the activities of the Artificial Intelligence for Media and Humanities (AIMH) laboratory of the ISTI-CNR related to Public Administration. In particular, we present some AI-based public services serving the citizens that help achieve common goals beneficial to the society, putting humans at the epicenter. Through the automatic analysis of images gathered from city cameras, we provide AI applications ranging from smart parking and smart mobility to human activity monitoring.

Published
2022

11. AIMH Lab for Trustworthy AI

Author

Messina N., Carrara F., Coccomini D., Falchi F., Gennaro C., and Amato G.

Subjects
Transformer, Deep Learning, Artificial Intelligence, Attention, Computer vision, Adversarial Machine Learning
Abstract

In this short paper, we report the activities of the Artificial Intelligence for Media and Humanities (AIMH) laboratory of the ISTI-CNR related to Trustworthy AI. Artificial Intelligence is becoming more and more pervasive in our society, controlling recommendation systems in social platforms as well as safety-critical systems like autonomous vehicles. In order to be safe and trustworthy, these systems require to be easily interpretable and transparent. On the other hand, it is important to spot fake examples forged by malicious AI generative models to fool humans (through fake news or deep-fakes) or other AI systems (through adversarial examples). This is required to enforce an ethical use of these powerful new technologies. Driven by these concerns, this paper presents three crucial research directions contributing to the study and the development of techniques for reliable, resilient, and explainable deep learning methods. Namely, we report the laboratory activities on the detection of adversarial examples, the use of attentive models as a way towards explainable deep learning, and the detection of deepfakes in social platforms.

Published
2022

12. CrowdVisor: an embedded toolset for human activity monitoring in critical environments

Author

Di Benedetto M., Carrara F., Ciampi L., Falchi F., Gennaro C., and Amato G.

Subjects
Deep Learning, Embedded systems, Smart City, Computer vision
Abstract

As evidenced during the recent COVID-19 pandemic, there are scenarios in which ensuring compliance to a set of guidelines (such as wearing medical masks and keeping a certain physical distance among people) becomes crucial to secure a safe living environment. However, human supervision could not always guarantee this task, especially in crowded scenes. This abstract presents CrowdVisor, an embedded modular Computer Vision-based and AI-assisted system that can carry out several tasks to help monitor individual and collective human safety rules. We strive for a real-time but low-cost system, thus complying with the compute- and storage-limited resources availability typical of off-the-shelves embedded devices, where images are captured and processed directly onboard. Our solution consists of multiple modules relying on well-researched neural network components, each responsible for specific functionalities that the user can easily enable and configure. In particular, by exploiting one of these modules or combining some of them, our framework makes available many capabilities. They range from the ability to estimate the so-called social distance to the estimation of the number of people present in the monitored scene, as well as the possibility to localize and classify Personal Protective Equipment (PPE) worn by people (such as helmets and face masks). To validate our solution, we test all the functionalities that our framework makes available over two novel datasets that we collected and annotated on purpose. Experiments show that our system provides a valuable asset to monitor compliance with safety rules automatically.

Published
2022

13. Recurrent Vision Transformer for Solving Visual Reasoning Problems

Author

Messina N., Amato G., Carrara F., Gennaro C., and Falchi F.

Subjects
Deep Learning, Visual reasoning, Transformer networks
Abstract

Although convolutional neural networks (CNNs) showed remarkable results in many vision tasks, they are still strained by simple yet challenging visual reasoning problems. Inspired by the recent success of the Transformer network in computer vision, in this paper, we introduce the Recurrent Vision Transformer (RViT) model. Thanks to the impact of recurrent connections and spatial attention in reasoning tasks, this network achieves competitive results on the same-different visual reasoning problems from the SVRT dataset. The weight-sharing both in spatial and depth dimensions regularizes the model, allowing it to learn using far fewer free parameters, using only 28k training samples. A comprehensive ablation study confirms the importance of a hybrid CNN + Transformer architecture and the role of the feedback connections, which iteratively refine the internal representation until a stable prediction is obtained. In the end, this study can lay the basis for a deeper understanding of the role of attention and recurrent connections for solving visual abstract reasoning tasks. The code for reproducing our results is publicly available here: https://tinyurl.com/recvit

Published
2022

15. Octreotide-LAR in later-stage autosomal dominant polycystic kidney disease (ALADIN 2): A randomized, double-blind, placebo-controlled, multicenter trial

Author

Perico, N, Ruggenenti, P, Perna, A, Caroli, A, Trillini, M, Sironi, S, Pisani, A, Riccio, E, Imbriaco, M, Dugo, M, Morana, G, Granata, A, Figuera, M, Gaspari, F, Carrara, F, Rubis, N, Villa, A, Gamba, S, Prandini, S, Cortinovis, M, Remuzzi, A, Remuzzi, G, Perico N., Ruggenenti P., Perna A., Caroli A., Trillini M., Sironi S., Pisani A., Riccio E., Imbriaco M., Dugo M., Morana G., Granata A., Figuera M., Gaspari F., Carrara F., Rubis N., Villa A., Gamba S., Prandini S., Cortinovis M., Remuzzi A., Remuzzi G., Perico, N, Ruggenenti, P, Perna, A, Caroli, A, Trillini, M, Sironi, S, Pisani, A, Riccio, E, Imbriaco, M, Dugo, M, Morana, G, Granata, A, Figuera, M, Gaspari, F, Carrara, F, Rubis, N, Villa, A, Gamba, S, Prandini, S, Cortinovis, M, Remuzzi, A, Remuzzi, G, Perico N., Ruggenenti P., Perna A., Caroli A., Trillini M., Sironi S., Pisani A., Riccio E., Imbriaco M., Dugo M., Morana G., Granata A., Figuera M., Gaspari F., Carrara F., Rubis N., Villa A., Gamba S., Prandini S., Cortinovis M., Remuzzi A., and Remuzzi G.

Abstract

Background Autosomal dominant polycystic kidney disease (ADPKD) is the most frequent genetically determined renal disease. In affected patients, renal function may progressively decline up to end-stage renal disease (ESRD), and approximately 10% of those with ESRD are affected by ADPKD. The somatostatin analog octreotide long-acting release (octreotide-LAR) slows renal function deterioration in patients in early stages of the disease. We evaluated the renoprotective effect of octreotide-LAR in ADPKD patients at high risk of ESRD because of later-stage ADPKD. Methods and findings We did an internally funded, parallel-group, double-blind, placebo-controlled phase III trial to assess octreotide-LAR in adults with ADPKD with glomerular filtration rate (GFR) 15–40 ml/ min/1.73 m2. Participants were randomized to receive 2 intramuscular injections of 20 mg octreotide-LAR (n = 51) or 0.9% sodium chloride solution (placebo; n = 49) every 28 days for 3 years. Central randomization was 1:1 using a computerized list stratified by center and presence or absence of diabetes or proteinuria. Co-primary short- and long-term outcomes were 1-year total kidney volume (TKV) (computed tomography scan) growth and 3-year GFR (iohexol plasma clearance) decline. Analyses were by modified intention-to-treat. Patients were recruited from 4 Italian nephrology units between October 11, 2011, and March 20, 2014, and followed up to April 14, 2017. Baseline characteristics were similar between groups. Compared to placebo, octreotide-LAR reduced median (95% CI) TKV growth from baseline by 96.8 (10.8 to 182.7) ml at 1 year (p = 0.027) and 422.6 (150.3 to 695.0) ml at 3 years (p = 0.002). Reduction in the median (95% CI) rate of GFR decline (0.56 [−0.63 to 1.75] ml/min/1.73 m2 per year) was not significant (p = 0.295). TKV analyses were adjusted for age, sex, and baseline TKV. Over a median (IQR) 36 (24 to 37) months of follow-up, 9 patients on octreotide-LAR and 21 patients on placebo progressed to

Published
2019

16. ‘Minimal symptom expression’ in patients with acetylcholine receptor antibody-positive refractory generalized myasthenia gravis treated with eculizumab

Author

Vissing J., Jacob S., Fujita K. P., O'Brien F., Howard J. F., Mazia C. G., Wilken M., Barroso F., Saba J., Rugiero M., Bettini M., Chaves M., Vidal G., Garcia A. D., DeBleecker J., Vanden Abeele G., deKoning K., DeMey K., Mercelis R., Mahieu D., Wagemaekers L., VanDamme P., Depreitere A., Schotte C., Smetcoren C., Stevens O., VanDaele S., Vandenbussche N., Vanhee A., Verjans S., Vynckier J., D'Hont A., Tilkin P., Alves deSiqueira Carvalho A., DiasBrockhausen I., Feder D., Ambrosio D., Cesar P., Melo A. P., MartinsRibeiro R., Rocha R., Rosa B. B., Veiga T., daSilva L. A., SantosEngel M., GoncalvesGeraldo J., daPenha Ananias Morita M., NogueiraCoelho E., Paiva G., Pozo M., Prando N., MartineliTorres D. D., Butinhao C. F., Duran G., SurianeFialho T. A., Gomes daSilva T. C., MaiaGoncalves L. O., Pazetto L. E., CubasVolpe L. R., SouzaDuca L., GhellerFriedrich M. A., Guerreiro A., Mohr H., PereiraMartins M., daCruz Pacheco D., Ferreira L., Macagnan A. P., Pinto G., deCassia Santos A., Souza BulleOliveira A., Amaral deAndrade A. C., Annes M., DuarteSilva L., CavalcanteLino V., Pinto W., Assis N., Carrara F., Miranda C., Souza I., Fernandes P., Siddiqi Z., Phan C., Narayan J., Blackmore D., Mallon A., Roderus R., Watt E., Vohanka S., Bednarik J., Chmelikova M., Cierny M., Toncrova S., Junkerova BarboraKurkova J., Reguliova K., Zapletalova O., Pitha J., Novakova I., Tyblova M., Jurajdova I., Wolfova M., Andersen H., Harbo T., Vinge L., Krogh S., Mogensen A., Hojgaard J., Witting N., Mette OstergaardAutzen A., Pedersen J., Eralinna J. -P., Laaksonen M., Oksaranta O., Harrison T., Eriksson J., Rozsa C., Horvath M., Lovas G., Matolcsi J., Szabo G., Jakab G., Szabadosne B., Vecsei L., Dezsi L., Varga E., Konyane M., Antonini G., DiPasquale A., Garibaldi M., Morino S., Troili F., Fionda L., Sacca F., previous, Filla A., sub-investigators, Costabile T., Marano E., Fasanaro A., Marsili A., Puorro G., Mantegazza R., Antozzi C., Bonanno S., Camera G., Locatelli A., Maggi L., Pasanisi M., Campanella A., Evoli A., Alboini P. E., D'Amato V., Iorio R., Inghilleri M., Frasca V., Giacomelli E., Gori M., Lopergolo D., Onesti E., Gabriele M., Uzawa A., Kanai T., Kawaguchi N., Mori M., Kaneko Y., Kanzaki A., Kobayashi E., Murai H., Masaki K., Matsuse D., Matsushita T., Uehara T., Shimpo M., Jingu M., Kikutake K., Nakamura Y., Sano Y., Utsugisawa K., Nagane Y., Kamegamori I., Tsuda T., Fujii Y., Futono K., Ozawa Y., Mizugami A., Saito Y., Samukawa M., Suzuki H., Morikawa M., Kamakura S., Miyawaki E., Shiraishi H., Mitazaki T., Motomura M., Mukaino A., Yoshimura S., Asada S., Yoshida S., Amamoto S., Kobashikawa T., Koga M., Maeda Y., Takada K., Takada M., Tsurumaru M., Yamashita Y., Suzuki Y., Akiyama T., Narikawa K., Tano O., Tsukita K., Kurihara R., Meguro F., Fukuda Y., Sato M., Okumura M., Funaka S., Kawamura T., Makamori M., Takahashi M., Taichi N., Hasuike T., Higuchi E., Kobayashi H., Osakada K., Imai T., Tsuda E., Shimohama S., Hayashi T., Hisahara S., Kawamata J., Murahara T., Saitoh M., Suzuki S., Yamamoto D., Ishiyama Y., Ishiyama N., Noshiro M., Takeyama R., Uwasa K., Yasuda I., Kim B. -J., Lee C. N., Koo Y. S., Seok H. Y., Kang H. N., Ra H. J., Kim B. J., Cho E. B., Choi M. S., Lee H. L., Min J. -H., Seok J., Lee J. E., Koh D. Y., Kwon J. Y., Park S. A., Choi E. H., Hong Y. -H., Ahn S. -H., Koo D. L., Lim J. -S., Shin C. W., Hwang J. Y., Kim M., Kim S. M., Jeong H. -N., Jung J. W., Kim Y. -H., Lee H. S., Shin H. Y., Hwang E. B., Shin M., van derKooi A., deVisser M., Gibson T., Casasnovas C., AlbertiAguilo M. A., Homedes-Pedret C., Palacios N. J., DiezPorras L., VelezSantamaria V., Lazaro A., DiezTejedor E., GomezSalcedo P., Fernandez-Fournier M., LopezRuiz P., Rodriguez deRivera F. J., Sastre M., GamezCarbonell J., Sune P., SalvadoFigueras M., Gili G., Mazuela G., Illa I., CortesVicente E., Diaz-Manera J., QuerolGutierrez L. A., RojasGarcia R., Vidal N., Arribas-Ibar E., Piehl F., Hietala A., Bjarbo L., Sengun I., Meherremova A., Ozcelik P., Balkan B., Tuga C., Ugur M., Erdem-Ozdamar S., Bekircan-Kurt C. E., Acar N. P., Yilmaz E., Caliskan Y., Orsel G., Efendi H., Aydinlik S., Cavus H., Kutlu A., Becerikli G., Semiz C., Tun O., Terzi M., Dogan B., Onar M. K., Sen S., KirbasCavdar T., Veske A., Norwood F., Dimitriou A., Gollogly J., Mahdi-Rogers M., Seddigh A., Sokratous G., Maier G., Sohail F., Sadalage G., Torane P., Brown C., Shah A., Sathasivam S., Arndt H., Davies D., Watling D., Amato A., Cochrane T., Salajegheh M., Roe K., Amato K., Toska S., Wolfe G., Silvestri N., Patrick K., Zakalik K., Katz J., Miller R., Engel M., Forshew D., Bravver E., Brooks B., Sanjak M., Plevka S., Burdette M., Cunningham S., Kramer M., Nemeth J., Schommer C., Tinerney S., Juel V., Guptill J., Hobson-Webb L., Massey J., Beck K., Carnes D., Loor J., Anderson A., Pascuzzi R., Bodkin C., Kincaid J., Snook R., Guinrich S., Micheels A., Chaudhry V., Corse A., Mosmiller B., Kelley A., Ho D., Srinivasan J., Vytopil M., Jara J., Ventura N., Carter C., Donahue C., Herbert C., Scala S., Weiner E., Alam S., McKinnon J., Haar L., McKinnon N., Alcon K., McKenna K., Sattar N., Daniels K., Jeffery D., Freimer M., Hoyle J. C., Kissel J., Agriesti J., Chelnick S., Mezache L., Pineda C., Muharrem F., Karam C., Khoury J., Marburger T., Kaur H., Dimitrova D., Gilchrist J., Agrawal B., Elsayed M., Kohlrus S., Andoin A., Darnell T., Golden L., Lokaitis B., Seelbach J., Muppidi S., Goyal N., Sakamuri S., So Y. T., Paulose S., Pol S., Welsh L., Bhavaraju-Sanka R., TobonGonzalez A., Dishman L., Jones F., Gonzalez A., Padilla P., Saklad A., Silva M., Nations S., Trivedi J., Hopkins S., Kazamel M., Alsharabati M., Lu L., Nozaki K., Mumfrey-Thomas S., Woodall A., Mozaffar T., Cash T., Roy G., Mathew V., Maqsood F., Minton B., Jones H. J., Rosenfeld J., Garcia R., Echevarria L., Garcia S., Pulley M., Aranke S., Berger A. R., Shah J., Shabbir Y., Smith L., Varghese M., Gutmann L., Jerath N., Nance C., Swenson A., Olalde H., Kressin N., Sieren J., Barohn R., Dimachkie M., Glenn M., McVey A., Pasnoor M., Statland J., Wang Y., Liu T., Emmons K., Jenci N., Locheke J., Fondaw A., Johns K., Rico G., Walsh M., Herbelin L., Hafer-Macko C., Kwan J., Zilliox L., Callison K., Young V., DiSanzo B., Naunton K., Benatar M., Bilsker M., Sharma K., Cooley A., Reyes E., Michon S. -C., Sheldon D., Steele J., Howard J., Traub R., Chopra M., Vu T., Katzin L., McClain T., Harvey B., Hart A., Huynh K., Beydoun S., Chilingaryan A., Doan V., Droker B., Gong H., Karimi S., Lin F., Polaka K., Tran A., Akhter S., Malekniazi A., Tandan R., Hehir M., Waheed W., Lucy S., Weiss M., Distad J., Strom S., Downing S., Kim B., Bertorini T., Arnold T., Henderson K., Pillai R., Liu Y., Wheeler L., Hewlett J., Vanderhook M., Nowak R., Dicapua D., Keung B., Kumar A., Patwa H., Robeson K., Yang I., Nye J., Vu H., Vissing, J., Jacob, S., Fujita, K. P., O'Brien, F., Howard, J. F., Mazia, C. G., Wilken, M., Barroso, F., Saba, J., Rugiero, M., Bettini, M., Chaves, M., Vidal, G., Garcia, A. D., Debleecker, J., Vanden Abeele, G., Dekoning, K., Demey, K., Mercelis, R., Mahieu, D., Wagemaekers, L., Vandamme, P., Depreitere, A., Schotte, C., Smetcoren, C., Stevens, O., Vandaele, S., Vandenbussche, N., Vanhee, A., Verjans, S., Vynckier, J., D'Hont, A., Tilkin, P., Alves deSiqueira Carvalho, A., Diasbrockhausen, I., Feder, D., Ambrosio, D., Cesar, P., Melo, A. P., Martinsribeiro, R., Rocha, R., Rosa, B. B., Veiga, T., Dasilva, L. A., Santosengel, M., Goncalvesgeraldo, J., daPenha Ananias Morita, M., Nogueiracoelho, E., Paiva, G., Pozo, M., Prando, N., Martinelitorres, D. D., Butinhao, C. F., Duran, G., Surianefialho, T. A., Gomes daSilva, T. C., Maiagoncalves, L. O., Pazetto, L. E., Cubasvolpe, L. R., Souzaduca, L., Ghellerfriedrich, M. A., Guerreiro, A., Mohr, H., Pereiramartins, M., daCruz Pacheco, D., Ferreira, L., Macagnan, A. P., Pinto, G., deCassia Santos, A., Souza BulleOliveira, A., Amaral deAndrade, A. C., Annes, M., Duartesilva, L., Cavalcantelino, V., Pinto, W., Assis, N., Carrara, F., Miranda, C., Souza, I., Fernandes, P., Siddiqi, Z., Phan, C., Narayan, J., Blackmore, D., Mallon, A., Roderus, R., Watt, E., Vohanka, S., Bednarik, J., Chmelikova, M., Cierny, M., Toncrova, S., Junkerova BarboraKurkova, J., Reguliova, K., Zapletalova, O., Pitha, J., Novakova, I., Tyblova, M., Jurajdova, I., Wolfova, M., Andersen, H., Harbo, T., Vinge, L., Krogh, S., Mogensen, A., Hojgaard, J., Witting, N., Mette OstergaardAutzen, A., Pedersen, J., Eralinna, J. -P., Laaksonen, M., Oksaranta, O., Harrison, T., Eriksson, J., Rozsa, C., Horvath, M., Lovas, G., Matolcsi, J., Szabo, G., Jakab, G., Szabadosne, B., Vecsei, L., Dezsi, L., Varga, E., Konyane, M., Antonini, G., Dipasquale, A., Garibaldi, M., Morino, S., Troili, F., Fionda, L., Sacca, F., Previous, Filla, A., sub-investigators, Costabile, T., Marano, E., Fasanaro, A., Marsili, A., Puorro, G., Mantegazza, R., Antozzi, C., Bonanno, S., Camera, G., Locatelli, A., Maggi, L., Pasanisi, M., Campanella, A., Evoli, A., Alboini, P. E., D'Amato, V., Iorio, R., Inghilleri, M., Frasca, V., Giacomelli, E., Gori, M., Lopergolo, D., Onesti, E., Gabriele, M., Uzawa, A., Kanai, T., Kawaguchi, N., Mori, M., Kaneko, Y., Kanzaki, A., Kobayashi, E., Murai, H., Masaki, K., Matsuse, D., Matsushita, T., Uehara, T., Shimpo, M., Jingu, M., Kikutake, K., Nakamura, Y., Sano, Y., Utsugisawa, K., Nagane, Y., Kamegamori, I., Tsuda, T., Fujii, Y., Futono, K., Ozawa, Y., Mizugami, A., Saito, Y., Samukawa, M., Suzuki, H., Morikawa, M., Kamakura, S., Miyawaki, E., Shiraishi, H., Mitazaki, T., Motomura, M., Mukaino, A., Yoshimura, S., Asada, S., Yoshida, S., Amamoto, S., Kobashikawa, T., Koga, M., Maeda, Y., Takada, K., Takada, M., Tsurumaru, M., Yamashita, Y., Suzuki, Y., Akiyama, T., Narikawa, K., Tano, O., Tsukita, K., Kurihara, R., Meguro, F., Fukuda, Y., Sato, M., Okumura, M., Funaka, S., Kawamura, T., Makamori, M., Takahashi, M., Taichi, N., Hasuike, T., Higuchi, E., Kobayashi, H., Osakada, K., Imai, T., Tsuda, E., Shimohama, S., Hayashi, T., Hisahara, S., Kawamata, J., Murahara, T., Saitoh, M., Suzuki, S., Yamamoto, D., Ishiyama, Y., Ishiyama, N., Noshiro, M., Takeyama, R., Uwasa, K., Yasuda, I., Kim, B. -J., Lee, C. N., Koo, Y. S., Seok, H. Y., Kang, H. N., Ra, H. J., Kim, B. J., Cho, E. B., Choi, M. S., Lee, H. L., Min, J. -H., Seok, J., Lee, J. E., Koh, D. Y., Kwon, J. Y., Park, S. A., Choi, E. H., Hong, Y. -H., Ahn, S. -H., Koo, D. L., Lim, J. -S., Shin, C. W., Hwang, J. Y., Kim, M., Kim, S. M., Jeong, H. -N., Jung, J. W., Kim, Y. -H., Lee, H. S., Shin, H. Y., Hwang, E. B., Shin, M., van derKooi, A., Devisser, M., Gibson, T., Casasnovas, C., Albertiaguilo, M. A., Homedes-Pedret, C., Palacios, N. J., Diezporras, L., Velezsantamaria, V., Lazaro, A., Dieztejedor, E., Gomezsalcedo, P., Fernandez-Fournier, M., Lopezruiz, P., Rodriguez deRivera, F. J., Sastre, M., Gamezcarbonell, J., Sune, P., Salvadofigueras, M., Gili, G., Mazuela, G., Illa, I., Cortesvicente, E., Diaz-Manera, J., Querolgutierrez, L. A., Rojasgarcia, R., Vidal, N., Arribas-Ibar, E., Piehl, F., Hietala, A., Bjarbo, L., Sengun, I., Meherremova, A., Ozcelik, P., Balkan, B., Tuga, C., Ugur, M., Erdem-Ozdamar, S., Bekircan-Kurt, C. E., Acar, N. P., Yilmaz, E., Caliskan, Y., Orsel, G., Efendi, H., Aydinlik, S., Cavus, H., Kutlu, A., Becerikli, G., Semiz, C., Tun, O., Terzi, M., Dogan, B., Onar, M. K., Sen, S., Kirbascavdar, T., Veske, A., Norwood, F., Dimitriou, A., Gollogly, J., Mahdi-Rogers, M., Seddigh, A., Sokratous, G., Maier, G., Sohail, F., Sadalage, G., Torane, P., Brown, C., Shah, A., Sathasivam, S., Arndt, H., Davies, D., Watling, D., Amato, A., Cochrane, T., Salajegheh, M., Roe, K., Amato, K., Toska, S., Wolfe, G., Silvestri, N., Patrick, K., Zakalik, K., Katz, J., Miller, R., Engel, M., Forshew, D., Bravver, E., Brooks, B., Sanjak, M., Plevka, S., Burdette, M., Cunningham, S., Kramer, M., Nemeth, J., Schommer, C., Tinerney, S., Juel, V., Guptill, J., Hobson-Webb, L., Massey, J., Beck, K., Carnes, D., Loor, J., Anderson, A., Pascuzzi, R., Bodkin, C., Kincaid, J., Snook, R., Guinrich, S., Micheels, A., Chaudhry, V., Corse, A., Mosmiller, B., Kelley, A., Ho, D., Srinivasan, J., Vytopil, M., Jara, J., Ventura, N., Carter, C., Donahue, C., Herbert, C., Scala, S., Weiner, E., Alam, S., Mckinnon, J., Haar, L., Mckinnon, N., Alcon, K., Mckenna, K., Sattar, N., Daniels, K., Jeffery, D., Freimer, M., Hoyle, J. C., Kissel, J., Agriesti, J., Chelnick, S., Mezache, L., Pineda, C., Muharrem, F., Karam, C., Khoury, J., Marburger, T., Kaur, H., Dimitrova, D., Gilchrist, J., Agrawal, B., Elsayed, M., Kohlrus, S., Andoin, A., Darnell, T., Golden, L., Lokaitis, B., Seelbach, J., Muppidi, S., Goyal, N., Sakamuri, S., So, Y. T., Paulose, S., Pol, S., Welsh, L., Bhavaraju-Sanka, R., Tobongonzalez, A., Dishman, L., Jones, F., Gonzalez, A., Padilla, P., Saklad, A., Silva, M., Nations, S., Trivedi, J., Hopkins, S., Kazamel, M., Alsharabati, M., Lu, L., Nozaki, K., Mumfrey-Thomas, S., Woodall, A., Mozaffar, T., Cash, T., Roy, G., Mathew, V., Maqsood, F., Minton, B., Jones, H. J., Rosenfeld, J., Garcia, R., Echevarria, L., Garcia, S., Pulley, M., Aranke, S., Berger, A. R., Shah, J., Shabbir, Y., Smith, L., Varghese, M., Gutmann, L., Jerath, N., Nance, C., Swenson, A., Olalde, H., Kressin, N., Sieren, J., Barohn, R., Dimachkie, M., Glenn, M., Mcvey, A., Pasnoor, M., Statland, J., Wang, Y., Liu, T., Emmons, K., Jenci, N., Locheke, J., Fondaw, A., Johns, K., Rico, G., Walsh, M., Herbelin, L., Hafer-Macko, C., Kwan, J., Zilliox, L., Callison, K., Young, V., Disanzo, B., Naunton, K., Benatar, M., Bilsker, M., Sharma, K., Cooley, A., Reyes, E., Michon, S. -C., Sheldon, D., Steele, J., Howard, J., Traub, R., Chopra, M., Vu, T., Katzin, L., Mcclain, T., Harvey, B., Hart, A., Huynh, K., Beydoun, S., Chilingaryan, A., Doan, V., Droker, B., Gong, H., Karimi, S., Lin, F., Polaka, K., Tran, A., Akhter, S., Malekniazi, A., Tandan, R., Hehir, M., Waheed, W., Lucy, S., Weiss, M., Distad, J., Strom, S., Downing, S., Kim, B., Bertorini, T., Arnold, T., Henderson, K., Pillai, R., Liu, Y., Wheeler, L., Hewlett, J., Vanderhook, M., Nowak, R., Dicapua, D., Keung, B., Kumar, A., Patwa, H., Robeson, K., Yang, I., Nye, J., Vu, H., ANS - Neuroinfection & -inflammation, and Neurology

Subjects
0301 basic medicine, Male, Myasthenia gravi, Gastroenterology, 0302 clinical medicine, Quality of life, Activities of Daily Living, CYCLOPHOSPHAMIDE, Medicine and Health Sciences, Medicine, Receptors, Cholinergic, Acetylcholine receptor, Myasthenia gravis, Original Communication, Eculizumab, Minimal symptom expression, Refractory, Middle Aged, Acetylcholine receptor antibody, Tolerability, Neurology, Female, Life Sciences & Biomedicine, COMPLEMENT INHIBITOR ECULIZUMAB, medicine.drug, Adult, medicine.medical_specialty, Clinical Neurology, Placebo, Antibodies, Monoclonal, Humanized, 03 medical and health sciences, Double-Blind Method, Internal medicine, Humans, Immunologic Factors, Patient Reported Outcome Measures, Generalized myasthenia, Aged, Autoantibodies, Science & Technology, business.industry, Confidence interval, 030104 developmental biology, Quality of Life, Neurology (clinical), Neurosciences & Neurology, business, 030217 neurology & neurosurgery
Abstract

Background The efficacy and tolerability of eculizumab were assessed in REGAIN, a 26-week, phase 3, randomized, double-blind, placebo-controlled study in anti-acetylcholine receptor antibody-positive (AChR+) refractory generalized myasthenia gravis (gMG), and its open-label extension. Methods Attainment of ‘minimal symptom expression’ was evaluated using patient-reported outcome measures of gMG symptoms [MG activities of daily living scale (MG-ADL), 15-item MG quality of life questionnaire (MG-QOL15)] at the completion of REGAIN and during the open-label extension. ‘Minimal symptom expression’ was defined as MG-ADL total score of 0–1 or MG-QOL15 total score of 0–3. Results At REGAIN week 26, more eculizumab-treated patients achieved ‘minimal symptom expression’ versus placebo [MG-ADL: 21.4% vs 1.7%; difference 19.8%; 95% confidence interval (CI) 8.5, 31.0; p = 0.0007; MG-QOL15: 16.1% vs 1.7%; difference 14.4%; 95% CI 4.3, 24.6; p = 0.0069]. During the open-label extension, the proportion of patients in the placebo/eculizumab group who achieved ‘minimal symptom expression’ increased after initiating eculizumab treatment and was sustained through 130 weeks of open-label eculizumab (MG-ADL: 1.7 to 27.8%; MG-QOL15: 1.7 to 19.4%). At extension study week 130, similar proportions of patients in the eculizumab/eculizumab and placebo/eculizumab groups achieved ‘minimal symptom expression’ (MG-ADL: 22.9% and 27.8%, respectively, p = 0.7861; MG-QOL15: 14.3% and 19.4%, respectively, p = 0.7531). The long-term tolerability of eculizumab was consistent with previous reports. Conclusions Patients with AChR+ refractory gMG who receive eculizumab can achieve sustained ‘minimal symptom expression’ based on patient-reported outcomes. ‘Minimal symptom expression’ may be a useful tool in measuring therapy effectiveness in gMG. Trial registration ClinicalTrials.gov NCT01997229, NCT02301624.

Published
2020

17. Consistent improvement with eculizumab across muscle groups in myasthenia gravis

Author

Mantegazza, R., O'Brien, F. L., Yountz, M., Howard, J. F., Gabriel Mazia, C., Wilken, M., Barroso, F., Saba, J., Rugiero, M., Bettini, M., Chaves, M., Vidal, G., Dalila Garcia, A., De Bleecker, J., Van den Abeele, G., de Koning, K., De Mey, K., Mercelis, R., Mahieu, D., Wagemaekers, L., Van Damme, P., Depreitere, A., Schotte, C., Smetcoren, C., Stevens, O., Van Daele, S., Vandenbussche, N., Vanhee, A., Verjans, S., Vynckier, J., D'Hont, A., Tilkin, P., Alves de Siqueira Carvalho, A., Dias Brockhausen, I., Feder, D., Ambrosio, D., Cesar, P., Paula Melo, A., Martins Ribeiro, R., Rocha, R., Bezerra Rosa, B., Veiga, T., Augusto da Silva, L., Santos Engel, M., Goncalves Geraldo, J., da Penha Ananias Morita, M., Nogueira Coelho, E., Paiva, G., Pozo, M., Prando, N., Torres, D. D. M., Fernanda Butinhao, C., Duran, G., Augusto Suriane Fialho, T., Gomes da Silva, T. C., Goncalves, L. O. M., Eduardo Pazetto, L., Renata Cubas Volpe, L., Souza Duca, L., Friedrich, M. A. G., Guerreiro, A., Mohr, H., Pereira Martins, M., da Cruz Pacheco, D., Ferreira, L., Paula Macagnan, A., Pinto, G., de Cassia Santos, A., Souza Bulle Oliveira, A., Amaral de Andrade, A. C., Annes, M., Duarte Silva, L., Cavalcante Lino, V., Pinto, W., Assis, N., Carrara, F., Miranda, C., Souza, I., Fernandes, P., Siddiqi, Z., Phan, C., Narayan, J., Blackmore, D., Mallon, A., Roderus, R., Watt, E., Vohanka, S., Bednarik, J., Chmelikova, M., Cierny, M., Toncrova, S., Junkerova, J., Kurkova, B., Reguliova, K., Zapletalova, O., Pitha, J., Novakova, I., Tyblova, M., Jurajdova, I., Wolfova, M., Andersen, H., Harbo, T., Vinge, L., Krogh, S., Mogensen, A., Vissing, J., Hojgaard, J., Witting, N., Mette Ostergaard Autzen, A., Pedersen, J., Eralinna, J. -P., Laaksonen, M., Oksaranta, O., Harrison, T., Eriksson, J., Rozsa, C., Horvath, M., Lovas, G., Matolcsi, J., Szabo, G., Jakab, G., Szabadosne, B., Vecsei, L., Dezsi, L., Varga, E., Konyane, M., Antonini, G., Di Pasquale, A., Garibaldi, M., Morino, S., Troili, F., Fionda, L., Pasquale, A., Evoli, A., Emilio Alboini, P., D'Amato, V., Iorio, R., Inghilleri, M., Frasca, V., Giacomelli, E., Gori, M., Lopergolo, D., Onesti, E., Gabriele, M., Sacca, F., Filla, A., Costabile, T., Marano, E., Fasanaro, A., Marsili, A., Puorro, G., Antozzi, C., Bonanno, S., Camera, G., Locatelli, A., Maggi, L., Pasanisi, M., Campanella, A., Uzawa, A., Kanai, T., Kawaguchi, N., Mori, M., Kaneko, Y., Kanzaki, A., Kobayashi, E., Murai, H., Masaki, K., Matsuse, D., Matsushita, T., Uehara, T., Shimpo, M., Jingu, M., Kikutake, K., Nakamura, Y., Sano, Y., Utsugisawa, K., Nagane, Y., Kamegamori, I., Tsuda, T., Fujii, Y., Futono, K., Ozawa, Y., Mizugami, A., Saito, Y., Samukawa, M., Suzuki, H., Morikawa, M., Kamakura, S., Miyawaki, E., Okumura, M., Funaka, S., Kawamura, T., Nakamori, M., Takahashi, M., Taichi, N., Hasuike, T., Higuchi, E., Kobayashi, H., Osakada, K., Shiraishi, H., Miyazaki, T., Motomura, M., Mukaino, A., Yoshimura, S., Asada, S., Yoshida, S., Amamoto, S., Kobashikawa, T., Koga, M., Maeda, Y., Takada, K., Takada, M., Tsurumaru, M., Yamashita, Y., Suzuki, Y., Akiyama, T., Narikawa, K., Tano, O., Tsukita, K., Kurihara, R., Meguro, F., Fukuda, Y., Sato, M., Imai, T., Tsuda, E., Shimohama, S., Hayashi, T., Hisahara, S., Kawamata, J., Murahara, T., Saitoh, M., Suzuki, S., Yamamoto, D., Ishiyama, Y., Ishiyama, N., Noshiro, M., Takeyama, R., Uwasa, K., Yasuda, I., van der Kooi, A., de Visser, M., Gibson, T., Kim, B. -J., Nyoung Lee, C., Seo Koo, Y., Youl Seok, H., Nam Kang, H., Ra, H., Joon Kim, B., Bin Cho, E., Choi, M., Lee, H., Min, J. -H., Seok, J., Lee, J., Koh, D. Y., Kwon, J., Park, S., Haw Choi, E., Hong, Y. -H., Ahn, S. -H., Lim Koo, D., Lim, J. -S., Won Shin, C., Ye Hwang, J., Kim, M., Min Kim, S., Jeong, H. -N., Jung, J., Kim, Y. -H., Seok Lee, H., Young Shin, H., Bi Hwang, E., Shin, M., Casasnovas, C., Antonia Alberti Aguilo, M., Homedes-Pedret, C., Julia Palacios, N., Diez Porras, L., Velez Santamaria, V., Lazaro, A., Gamez Carbonell, J., Sune, P., Salvado Figueras, M., Gili, G., Mazuela, G., Illa, I., Cortes Vicente, E., Diaz-Manera, J., Antonio Querol Gutierrez, L., Rojas Garcia, R., Vidal, N., Arribas-Ibar, E., Diez Tejedor, E., Gomez Salcedo, P., Fernandez-Fournier, M., Lopez Ruiz, P., Rodriguez de Rivera, F. J., Sastre, M., Piehl, F., Hietala, A., Bjarbo, L., Sengun, I., Meherremova, A., Ozcelik, P., Balkan, B., Tuga, C., Ugur, M., Erdem-Ozdamar, S., Bekircan-Kurt, C., Pinar Acar, N., Yilmaz, E., Caliskan, Y., Orsel, G., Efendi, H., Aydinlik, S., Cavus, H., Kutlu, A., Becerikli, G., Semiz, C., Tun, O., Terzi, M., Dogan, B., Kazim Onar, M., Sen, S., Kirbas Cavdar, T., Veske, A., Norwood, F., Dimitriou, A., Gollogly, J., Mahdi-Rogers, M., Seddigh, A., Sokratous, G., Maier, G., Sohail, F., Jacob, S., Sadalage, G., Torane, P., Brown, C., Shah, A., Sathasivam, S., Arndt, H., Davies, D., Watling, D., Amato, A., Cochrane, T., Salajegheh, M., Roe, K., Amato, K., Toska, S., Wolfe, G., Silvestri, N., Patrick, K., Zakalik, K., Katz, J., Miller, R., Engel, M., Forshew, D., Bravver, E., Brooks, B., Sanjak, M., Plevka, S., Burdette, M., Cunningham, S., Kramer, M., Nemeth, J., Schommer, C., Scott, T., Juel, V., Guptill, J., Hobson-Webb, L., Massey, J., Beck, K., Carnes, D., Loor, J., Anderson, A., Pascuzzi, R., Bodkin, C., Kincaid, J., Snook, R., Guingrich, S., Micheels, A., Chaudhry, V., Corse, A., Mosmiller, B., Kelley, A., Ho, D., Srinivasan, J., Vytopil, M., Jara, J., Ventura, N., Carter, C., Donahue, C., Herbert, C., Scala, S., Weiner, E., Alam, S., Mckinnon, J., Haar, L., Mckinnon, N., Alcon, K., Mckenna, K., Sattar, N., Daniels, K., Jeffery, D., Freimer, M., Chad Hoyle, J., Kissel, J., Agriesti, J., Chelnick, S., Mezache, L., Pineda, C., Muharrem, F., Karam, C., Khoury, J., Marburger, T., Kaur, H., Dimitrova, D., Gilchrist, J., Agrawal, B., Elsayed, M., Kohlrus, S., Ardoin, A., Darnell, T., Golden, L., Lokaitis, B., Seelbach, J., Muppidi, S., Goyal, N., Sakamuri, S., Y. T., So, Paulose, S., Pol, S., Welsh, L., Bhavaraju-Sanka, R., Tobon Gonzalez, A., Dishman, L., Jones, F., Gonzalez, A., Padilla, P., Saklad, A., Silva, M., Nations, S., Trivedi, J., Hopkins, S., Kazamel, M., Alsharabati, M., Lu, L., Nozaki, K., Mumfrey-Thomas, S., Woodall, A., Mozaffar, T., Cash, T., Roy, G., Mathew, V., Maqsood, F., Minton, B., James Jones, H., Rosenfeld, J., Garcia, R., Echevarria, L., Garcia, S., Pulley, M., Aranke, S., Ross Berger, A., Shah, J., Shabbir, Y., Smith, L., Varghese, M., Gutmann, L., Jerath, N., Nance, C., Swenson, A., Olalde, H., Kressin, N., Sieren, J., Barohn, R., Dimachkie, M., Glenn, M., Mcvey, A., Pasnoor, M., Statland, J., Wang, Y., Liu, T., Emmons, K., Jenci, N., Locheke, J., Fondaw, A., Johns, K., Rico, G., Walsh, M., Herbelin, L., Hafer-Macko, C., Kwan, J., Zilliox, L., Callison, K., Young, V., Disanzo, B., Naunton, K., Benatar, M., Bilsker, M., Sharma, K., Cooley, A., Reyes, E., Michon, S. -C., Sheldon, D., Steele, J., Traub, R., Chopra, M., Vu, T., Katzin, L., Mcclain, T., Harvey, B., Hart, A., Huynh, K., Beydoun, S., Chilingaryan, A., Doan, V., Droker, B., Gong, H., Karimi, S., Lin, F., Polaka, K., Tran, A., Akhter, S., Malekniazi, A., Tandan, R., Hehir, M., Waheed, W., Lucy, S., Weiss, M., Distad, J., Strom, S., Downing, S., Kim, B., Bertorini, T., Arnold, T., Henderson, K., Pillai, R., Liu, Y., Wheeler, L., Hewlett, J., Vanderhook, M., Nowak, R., Dicapua, D., Keung, B., Kumar, A., Patwa, H., Robeson, K., Yang, I., Nye, J., Vu, H., Mantegazza, R., O'Brien, F. L., Yountz, M., Howard, J. F., Gabriel Mazia, C., Wilken, M., Barroso, F., Saba, J., Rugiero, M., Bettini, M., Chaves, M., Vidal, G., Dalila Garcia, A., De Bleecker, J., Van den Abeele, G., de Koning, K., De Mey, K., Mercelis, R., Mahieu, D., Wagemaekers, L., Van Damme, P., Depreitere, A., Schotte, C., Smetcoren, C., Stevens, O., Van Daele, S., Vandenbussche, N., Vanhee, A., Verjans, S., Vynckier, J., D'Hont, A., Tilkin, P., Alves de Siqueira Carvalho, A., Dias Brockhausen, I., Feder, D., Ambrosio, D., Cesar, P., Paula Melo, A., Martins Ribeiro, R., Rocha, R., Bezerra Rosa, B., Veiga, T., Augusto da Silva, L., Santos Engel, M., Goncalves Geraldo, J., da Penha Ananias Morita, M., Nogueira Coelho, E., Paiva, G., Pozo, M., Prando, N., Torres, D. D. M., Fernanda Butinhao, C., Duran, G., Augusto Suriane Fialho, T., Gomes da Silva, T. C., Goncalves, L. O. M., Eduardo Pazetto, L., Renata Cubas Volpe, L., Souza Duca, L., Friedrich, M. A. G., Guerreiro, A., Mohr, H., Pereira Martins, M., da Cruz Pacheco, D., Ferreira, L., Paula Macagnan, A., Pinto, G., de Cassia Santos, A., Souza Bulle Oliveira, A., Amaral de Andrade, A. C., Annes, M., Duarte Silva, L., Cavalcante Lino, V., Pinto, W., Assis, N., Carrara, F., Miranda, C., Souza, I., Fernandes, P., Siddiqi, Z., Phan, C., Narayan, J., Blackmore, D., Mallon, A., Roderus, R., Watt, E., Vohanka, S., Bednarik, J., Chmelikova, M., Cierny, M., Toncrova, S., Junkerova, J., Kurkova, B., Reguliova, K., Zapletalova, O., Pitha, J., Novakova, I., Tyblova, M., Jurajdova, I., Wolfova, M., Andersen, H., Harbo, T., Vinge, L., Krogh, S., Mogensen, A., Vissing, J., Hojgaard, J., Witting, N., Mette Ostergaard Autzen, A., Pedersen, J., Eralinna, J. -P., Laaksonen, M., Oksaranta, O., Harrison, T., Eriksson, J., Rozsa, C., Horvath, M., Lovas, G., Matolcsi, J., Szabo, G., Jakab, G., Szabadosne, B., Vecsei, L., Dezsi, L., Varga, E., Konyane, M., Antonini, G., Di Pasquale, A., Garibaldi, M., Morino, S., Troili, F., Fionda, L., Pasquale, A., Evoli, A., Emilio Alboini, P., D'Amato, V., Iorio, R., Inghilleri, M., Frasca, V., Giacomelli, E., Gori, M., Lopergolo, D., Onesti, E., Gabriele, M., Saccà, Francesco, Filla, Alessandro, Costabile, T., Marano, E., Fasanaro, A., Marsili, Angela, Puorro, Giorgia, Antozzi, C., Bonanno, S., Camera, G., Locatelli, A., Maggi, L., Pasanisi, M., Campanella, A., Uzawa, A., Kanai, T., Kawaguchi, N., Mori, M., Kaneko, Y., Kanzaki, A., Kobayashi, E., Murai, H., Masaki, K., Matsuse, D., Matsushita, T., Uehara, T., Shimpo, M., Jingu, M., Kikutake, K., Nakamura, Y., Sano, Y., Utsugisawa, K., Nagane, Y., Kamegamori, I., Tsuda, T., Fujii, Y., Futono, K., Ozawa, Y., Mizugami, A., Saito, Y., Samukawa, M., Suzuki, H., Morikawa, M., Kamakura, S., Miyawaki, E., Okumura, M., Funaka, S., Kawamura, T., Nakamori, M., Takahashi, M., Taichi, N., Hasuike, T., Higuchi, E., Kobayashi, H., Osakada, K., Shiraishi, H., Miyazaki, T., Motomura, M., Mukaino, A., Yoshimura, S., Asada, S., Yoshida, S., Amamoto, S., Kobashikawa, T., Koga, M., Maeda, Y., Takada, K., Takada, M., Tsurumaru, M., Yamashita, Y., Suzuki, Y., Akiyama, T., Narikawa, K., Tano, O., Tsukita, K., Kurihara, R., Meguro, F., Fukuda, Y., Sato, M., Imai, T., Tsuda, E., Shimohama, S., Hayashi, T., Hisahara, S., Kawamata, J., Murahara, T., Saitoh, M., Suzuki, S., Yamamoto, D., Ishiyama, Y., Ishiyama, N., Noshiro, M., Takeyama, R., Uwasa, K., Yasuda, I., van der Kooi, A., de Visser, M., Gibson, T., Kim, B. -J., Nyoung Lee, C., Seo Koo, Y., Youl Seok, H., Nam Kang, H., Ra, H., Joon Kim, B., Bin Cho, E., Choi, M., Lee, H., Min, J. -H., Seok, J., Lee, J., Koh, D. Y., Kwon, J., Park, S., Haw Choi, E., Hong, Y. -H., Ahn, S. -H., Lim Koo, D., Lim, J. -S., Won Shin, C., Ye Hwang, J., Kim, M., Min Kim, S., Jeong, H. -N., Jung, J., Kim, Y. -H., Seok Lee, H., Young Shin, H., Bi Hwang, E., Shin, M., Casasnovas, C., Antonia Alberti Aguilo, M., Homedes-Pedret, C., Julia Palacios, N., Diez Porras, L., Velez Santamaria, V., Lazaro, A., Gamez Carbonell, J., Sune, P., Salvado Figueras, M., Gili, G., Mazuela, G., Illa, I., Cortes Vicente, E., Diaz-Manera, J., Antonio Querol Gutierrez, L., Rojas Garcia, R., Vidal, N., Arribas-Ibar, E., Diez Tejedor, E., Gomez Salcedo, P., Fernandez-Fournier, M., Lopez Ruiz, P., Rodriguez de Rivera, F. J., Sastre, M., Piehl, F., Hietala, A., Bjarbo, L., Sengun, I., Meherremova, A., Ozcelik, P., Balkan, B., Tuga, C., Ugur, M., Erdem-Ozdamar, S., Bekircan-Kurt, C., Pinar Acar, N., Yilmaz, E., Caliskan, Y., Orsel, G., Efendi, H., Aydinlik, S., Cavus, H., Kutlu, A., Becerikli, G., Semiz, C., Tun, O., Terzi, M., Dogan, B., Kazim Onar, M., Sen, S., Kirbas Cavdar, T., Veske, A., Norwood, F., Dimitriou, A., Gollogly, J., Mahdi-Rogers, M., Seddigh, A., Sokratous, G., Maier, G., Sohail, F., Jacob, S., Sadalage, G., Torane, P., Brown, C., Shah, A., Sathasivam, S., Arndt, H., Davies, D., Watling, D., Amato, A., Cochrane, T., Salajegheh, M., Roe, K., Amato, K., Toska, S., Wolfe, G., Silvestri, N., Patrick, K., Zakalik, K., Katz, J., Miller, R., Engel, M., Forshew, D., Bravver, E., Brooks, B., Sanjak, M., Plevka, S., Burdette, M., Cunningham, S., Kramer, M., Nemeth, J., Schommer, C., Scott, T., Juel, V., Guptill, J., Hobson-Webb, L., Massey, J., Beck, K., Carnes, D., Loor, J., Anderson, A., Pascuzzi, R., Bodkin, C., Kincaid, J., Snook, R., Guingrich, S., Micheels, A., Chaudhry, V., Corse, A., Mosmiller, B., Kelley, A., Ho, D., Srinivasan, J., Vytopil, M., Jara, J., Ventura, N., Carter, C., Donahue, C., Herbert, C., Scala, S., Weiner, E., Alam, S., Mckinnon, J., Haar, L., Mckinnon, N., Alcon, K., Mckenna, K., Sattar, N., Daniels, K., Jeffery, D., Freimer, M., Chad Hoyle, J., Kissel, J., Agriesti, J., Chelnick, S., Mezache, L., Pineda, C., Muharrem, F., Karam, C., Khoury, J., Marburger, T., Kaur, H., Dimitrova, D., Gilchrist, J., Agrawal, B., Elsayed, M., Kohlrus, S., Ardoin, A., Darnell, T., Golden, L., Lokaitis, B., Seelbach, J., Muppidi, S., Goyal, N., Sakamuri, S., So, Y. T., Paulose, S., Pol, S., Welsh, L., Bhavaraju-Sanka, R., Tobon Gonzalez, A., Dishman, L., Jones, F., Gonzalez, A., Padilla, P., Saklad, A., Silva, M., Nations, S., Trivedi, J., Hopkins, S., Kazamel, M., Alsharabati, M., Lu, L., Nozaki, K., Mumfrey-Thomas, S., Woodall, A., Mozaffar, T., Cash, T., Roy, G., Mathew, V., Maqsood, F., Minton, B., James Jones, H., Rosenfeld, J., Garcia, R., Echevarria, L., Garcia, S., Pulley, M., Aranke, S., Ross Berger, A., Shah, J., Shabbir, Y., Smith, L., Varghese, M., Gutmann, L., Jerath, N., Nance, C., Swenson, A., Olalde, H., Kressin, N., Sieren, J., Barohn, R., Dimachkie, M., Glenn, M., Mcvey, A., Pasnoor, M., Statland, J., Wang, Y., Liu, T., Emmons, K., Jenci, N., Locheke, J., Fondaw, A., Johns, K., Rico, G., Walsh, M., Herbelin, L., Hafer-Macko, C., Kwan, J., Zilliox, L., Callison, K., Young, V., Disanzo, B., Naunton, K., Benatar, M., Bilsker, M., Sharma, K., Cooley, A., Reyes, E., Michon, S. -C., Sheldon, D., Steele, J., Traub, R., Chopra, M., Vu, T., Katzin, L., Mcclain, T., Harvey, B., Hart, A., Huynh, K., Beydoun, S., Chilingaryan, A., Doan, V., Droker, B., Gong, H., Karimi, S., Lin, F., Polaka, K., Tran, A., Akhter, S., Malekniazi, A., Tandan, R., Hehir, M., Waheed, W., Lucy, S., Weiss, M., Distad, J., Strom, S., Downing, S., Kim, B., Bertorini, T., Arnold, T., Henderson, K., Pillai, R., Liu, Y., Wheeler, L., Hewlett, J., Vanderhook, M., Nowak, R., Dicapua, D., Keung, B., Kumar, A., Patwa, H., Robeson, K., Yang, I., Nye, J., Vu, H., Neurology, and Amsterdam Neuroscience - Neuroinfection & -inflammation

Subjects
0301 basic medicine, Malalties neuromusculars, Activities of daily living, Autoimmune diseases, Severity of Illness Index, Complement inhibitor, 0302 clinical medicine, CYCLOPHOSPHAMIDE, Activities of Daily Living, Outcome Assessment, Health Care, Medicine and Health Sciences, Research Articles, Malalties autoimmunitàries, General Neuroscience, Eculizumab, myasthenia, Neuromuscular diseases, Life Sciences & Biomedicine, medicine.drug, RC321-571, Research Article, Adult, medicine.medical_specialty, Cyclophosphamide, Gross motor skill, Clinical Neurology, Neurosciences. Biological psychiatry. Neuropsychiatry, Placebo, Antibodies, Monoclonal, Humanized, ACETYLCHOLINE-RECEPTOR, 03 medical and health sciences, Refractory, Double-Blind Method, Internal medicine, Myasthenia Gravis, medicine, Humans, Muscle Strength, Patient Reported Outcome Measures, RC346-429, Muscle, Skeletal, Science & Technology, business.industry, Neurosciences, medicine.disease, Myasthenia gravis, 030104 developmental biology, Complement Inactivating Agents, ANTIBODY, Monoclonal antibodies, Neurosciences & Neurology, Neurology (clinical), Neurology. Diseases of the nervous system, business, Anticossos monoclonals, 030217 neurology & neurosurgery
Abstract

OBJECTIVE: To assess whether eculizumab, a terminal complement inhibitor, improves patient- and physician-reported outcomes (evaluated using the myasthenia gravis activities of daily living profile and the quantitative myasthenia gravis scale, respectively) in patients with refractory anti-acetylcholine receptor antibody-positive generalized myasthenia gravis across four domains, representing ocular, bulbar, respiratory, and limb/gross motor muscle groups. METHODS: Patients with refractory anti-acetylcholine receptor antibody-positive generalized myasthenia gravis were randomized 1:1 to receive either placebo or eculizumab during the REGAIN study (NCT01997229). Patients who completed REGAIN were eligible to continue into the open-label extension trial (NCT02301624) for up to 4 years. The four domain scores of each of the myasthenia gravis activities of daily living profile and the quantitative myasthenia gravis scale recorded throughout REGAIN and through 130 weeks of the open-label extension were analyzed. RESULTS: Of the 125 patients who participated in REGAIN, 117 enrolled in the open-label extension; 61 had received placebo and 56 had received eculizumab during REGAIN. Patients experienced rapid improvements in total scores and all four domain scores of both the myasthenia gravis activities of daily living profile and the quantitative myasthenia gravis scale with eculizumab treatment. These improvements were sustained through 130 weeks of the open-label extension. INTERPRETATION: Eculizumab treatment elicits rapid and sustained improvements in muscle strength across ocular, bulbar, respiratory, and limb/gross motor muscle groups and in associated daily activities in patients with refractory anti-acetylcholine receptor antibody-positive generalized myasthenia gravis. ispartof: ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY vol:7 issue:8 pages:1327-1339 ispartof: location:United States status: published

Published
2020

19. AIMH research activities 2021

Author

Aloia N., Amato G., Bartalesi V., Benedetti F., Bolettieri P., Cafarelli D., Carrara F., Casarosa V., Coccomini D., Ciampi L., Concordia C., Corbara S., Di Benedetto M., Esuli A., Falchi F., Gennaro C., Lagani G., Massoli F. V., Meghini C., Messina N., Metilli D., Molinari A., Moreo A., Nardi A., Pedrotti A., Pratelli N., Rabitti F., Savino P., Sebastiani F., Sperduti G., Thanos C., Trupiano L., Vadicamo L., and Vairo C.

Subjects
Multimedia information retrieval, Artificial Intelligence, Similarity search, Natural language processing, Computer vision, Digital humanities
Abstract

The Artificial Intelligence for Media and Humanities laboratory (AIMH) has the mission to investigate and advance the state of the art in the Artificial Intelligence field, specifically addressing applications to digital media and digital humanities, and taking also into account issues related to scalability. This report summarize the 2021 activities of the research group.

Published
2021

20. Eculizumab in refractory generalized myasthenia gravis previously treated with rituximab:subgroup analysis of REGAIN and its extension study

Author

Siddiqi, Z. A., Nowak, R. J., Mozaffar, T., O'Brien, F., Yountz, M., Patti, F., Mazia, C. G., Wilken, M., Barroso, F., Saba, J., Rugiero, M., Bettini, M., Chaves, M., Vidal, G., Garcia, A. D., De Bleecker, J., Van den Abeele, G., de Koning, K., De Mey, K., Mercelis, R., Mahieu, D., Wagemaekers, L., Van Damme, P., Depreitere, A., Schotte, C., Smetcoren, C., Stevens, O., Van Daele, S., Vandenbussche, N., Vanhee, A., Verjans, S., Vynckier, J., D'Hont, A., Tilkin, P., de Siqueira Carvalho, A. A., Brockhausen, I. D., Feder, D., Ambrosio, D., Cesar, P., Melo, A. P., Ribeiro, R. M., Rocha, R., Rosa, B. B., Veiga, T., da Silva, L. A., Engel, M. S., Geraldo, J. G., da Penha Ananias Morita, M., Coelho, E. N., Paiva, G., Pozo, M., Prando, N., Torres, D. D. M., Butinhao, C. F., Duran, G., Fialho, T. A. S., da Silva, T. C. G., Goncalves, L. O. M., Pazetto, L. E., Volpe, L. R. C., Duca, L. S., Friedrich, M. A. G., Guerreiro, A., Mohr, H., Martins, M. P., da Cruz Pacheco, D., Ferreira, L., Macagnan, A. P., Pinto, G., de Cassia Santos, A., Oliveira, A. S. B., de Andrade, A. C. A., Annes, M., Silva, L. D., Lino, V. C., Pinto, W., Assis, N., Carrara, F., Miranda, C., Souza, I., Fernandes, P., Phan, C., Narayan, J., Blackmore, D., Mallon, A., Roderus, R., Watt, E., Vohanka, S., Bednarik, J., Chmelikova, M., Cierny, M., Toncrova, S., Junkerova, J., Kurkova, B., Reguliova, K., Zapletalova, O., Pitha, J., Novakova, I., Tyblova, M., Jurajdova, I., Wolfova, M., Andersen, H., Harbo, T., Vinge, L., Krogh, S., Mogensen, A., Vissing, J., Hojgaard, J., Witting, N., Autzen, A. M. O., Pedersen, J., Eralinna, J. -P., Laaksonen, M., Oksaranta, O., Harrison, T., Eriksson, J., Rozsa, C., Horvath, M., Lovas, G., Matolcsi, J., Szabo, G., Jakab, G., Szabadosne, B., Vecsei, L., Dezsi, L., Varga, E., Konyane, M., Antonini, G., Di Pasquale, A., Garibaldi, M., Morino, S., Troili, F., Fionda, L., Sacca, F., Filla, A., Costabile, T., Marano, E., Fasanaro, A., Marsili, A., Puorro, G., Mantegazza, R., Antozzi, C., Bonanno, S., Camera, G., Locatelli, A., Maggi, L., Pasanisi, M., Campanella, A., Evoli, A., Alboini, P. E., D'Amato, V., Iorio, R., Inghilleri, M., Frasca, V., Giacomelli, E., Gori, M., Lopergolo, D., Onesti, E., Gabriele, M., Uzawa, A., Kanai, T., Kawaguchi, N., Mori, M., Kaneko, Y., Kanzaki, A., Kobayashi, E., Murai, H., Masaki, K., Matsuse, D., Matsushita, T., Uehara, T., Shimpo, M., Jingu, M., Kikutake, K., Nakamura, Y., Sano, Y., Utsugisawa, K., Nagane, Y., Kamegamori, I., Tsuda, T., Fujii, Y., Futono, K., Ozawa, Y., Mizugami, A., Saito, Y., Samukawa, M., Suzuki, H., Morikawa, M., Kamakura, S., Miyawaki, E., Shiraishi, H., Miyazaki, T., Motomura, M., Mukaino, A., Yoshimura, S., Asada, S., Yoshida, S., Amamoto, S., Kobashikawa, T., Koga, M., Maeda, Y., Takada, K., Takada, M., Tsurumaru, M., Yamashita, Y., Suzuki, Y., Akiyama, T., Narikawa, K., Tano, O., Tsukita, K., Kurihara, R., Meguro, F., Fukuda, Y., Sato, M., Okumura, M., Funaka, S., Kawamura, T., Nakamori, M., Takahashi, M., Taichi, N., Hasuike, T., Higuchi, E., Kobayashi, H., Osakada, K., Imai, T., Tsuda, E., Shimohama, S., Hayashi, T., Hisahara, S., Kawamata, J., Murahara, T., Saitoh, M., Suzuki, S., Yamamoto, D., Ishiyama, Y., Ishiyama, N., Noshiro, M., Takeyama, R., Uwasa, K., Yasuda, I., Kim, B. -J., Lee, C. N., Koo, Y. S., Seok, H. Y., Kang, H. N., H. J., Ra, Kim, B. J., Cho, E. B., Choi, M. S., Lee, H. L., Min, J. -H., Seok, J., Lee, J. E., Koh, D. Y., Kwon, J. Y., Park, S. A., Choi, E. H., Hong, Y. -H., Ahn, S. -H., Koo, D. L., Lim, J. -S., Shin, C. W., Hwang, J. Y., Kim, M., Kim, S. M., Jeong, H. -N., Jung, J. W., Kim, Y. -H., Lee, H. S., Shin, H. Y., Hwang, E. B., Shin, M., van der Kooi, A., de Visser, M., Gibson, T., Casasnovas, C., Aguilo, M. A. A., Homedes-Pedret, C., Palacios, N. J., Porras, L. D., Santamaria, V. V., Lazaro, A., Tejedor, E. D., Salcedo, P. G., Fernandez-Fournier, M., Ruiz, P. L., de Rivera, F. J. R., Sastre, M., Carbonell, J. G., Sune, P., Figueras, M. S., Gili, G., Mazuela, G., Illa, I., Vicente, E. C., Diaz-Manera, J., Gutierrez, L. A. Q., Garcia, R. R., Vidal, N., Arribas-Ibar, E., Piehl, F., Hietala, A., Bjarbo, L., Sengun, I., Meherremova, A., Ozcelik, P., Balkan, B., Tuga, C., Ugur, M., Erdem-Ozdamar, S., Bekircan-Kurt, C. E., Acar, N. P., Yilmaz, E., Caliskan, Y., Orsel, G., Efendi, H., Aydinlik, S., Cavus, H., Kutlu, A., Becerikli, G., Semiz, C., Tun, O., Terzi, M., Dogan, B., Onar, M. K., Sen, S., Cavdar, T. K., Veske, A., Norwood, F., Dimitriou, A., Gollogly, J., Mahdi-Rogers, M., Seddigh, A., Sokratous, G., Maier, G., Sohail, F., Jacob, S., Sadalage, G., Torane, P., Brown, C., Shah, A., Sathasivam, S., Arndt, H., Davies, D., Watling, D., Amato, A., Cochrane, T., Salajegheh, M., Roe, K., Amato, K., Toska, S., Wolfe, G., Silvestri, N., Patrick, K., Zakalik, K., Katz, J., Miller, R., Engel, M., Forshew, D., Bravver, E., Brooks, B., Sanjak, M., Plevka, S., Burdette, M., Cunningham, S., Kramer, M., Nemeth, J., Schommer, C., Scott, T., Juel, V., Guptill, J., Hobson-Webb, L., Massey, J., Beck, K., Carnes, D., Loor, J., Anderson, A., Pascuzzi, R., Bodkin, C., Kincaid, J., Snook, R., Guingrich, S., Micheels, A., Chaudhry, V., Corse, A., Mosmiller, B., Kelley, A., Ho, D., Srinivasan, J., Vytopil, M., Jara, J., Ventura, N., Carter, C., Donahue, C., Herbert, C., Scala, S., Weiner, E., Alam, S., Mckinnon, J., Haar, L., Mckinnon, N., Alcon, K., Mckenna, K., Sattar, N., Daniels, K., Jeffery, D., Freimer, M., Hoyle, J. C., Kissel, J., Agriesti, J., Chelnick, S., Mezache, L., Pineda, C., Muharrem, F., Karam, C., Khoury, J., Marburger, T., Kaur, H., Dimitrova, D., Gilchrist, J., Agrawal, B., Elsayed, M., Kohlrus, S., Ardoin, A., Darnell, T., Golden, L., Lokaitis, B., Seelbach, J., Muppidi, S., Goyal, N., Sakamuri, S., Y. T., So, Paulose, S., Pol, S., Welsh, L., Bhavaraju-Sanka, R., Gonzalez, A. T., Dishman, L., Jones, F., Gonzalez, A., Padilla, P., Saklad, A., Silva, M., Nations, S., Trivedi, J., Hopkins, S., Kazamel, M., Alsharabati, M., Lu, L., Nozaki, K., Mumfrey-Thomas, S., Woodall, A., Cash, T., Roy, G., Mathew, V., Maqsood, F., Minton, B., Jones, H. J., Rosenfeld, J., Garcia, R., Echevarria, L., Garcia, S., Pulley, M., Aranke, S., Berger, A. R., Shah, J., Shabbir, Y., Smith, L., Varghese, M., Gutmann, L., Jerath, N., Nance, C., Swenson, A., Olalde, H., Kressin, N., Sieren, J., Barohn, R., Dimachkie, M., Glenn, M., Mcvey, A., Pasnoor, M., Statland, J., Wang, Y., Liu, T., Emmons, K., Jenci, N., Locheke, J., Fondaw, A., Johns, K., Rico, G., Walsh, M., Herbelin, L., Hafer-Macko, C., Kwan, J., Zilliox, L., Callison, K., Young, V., Disanzo, B., Naunton, K., Benatar, M., Bilsker, M., Sharma, K., Cooley, A., Reyes, E., Michon, S. -C., Sheldon, D., Steele, J., Howard, J., Traub, R., Chopra, M., Vu, T., Katzin, L., Mcclain, T., Harvey, B., Hart, A., Huynh, K., Beydoun, S., Chilingaryan, A., Doan, V., Droker, B., Gong, H., Karimi, S., Lin, F., Polaka, K., Tran, A., Akhter, S., Malekniazi, A., Tandan, R., Hehir, M., Waheed, W., Lucy, S., Weiss, M., Distad, J., Strom, S., Downing, S., Kim, B., Bertorini, T., Arnold, T., Henderson, K., Pillai, R., Liu, Y., Wheeler, L., Hewlett, J., Vanderhook, M., Dicapua, D., Keung, B., Kumar, A., Patwa, H., Robeson, K., Yang, I., Nye, J., Vu, H., Neurology, ANS - Neuroinfection & -inflammation, and EURO-NMD

Subjects
medicine.medical_specialty, Physiology, Population, Subgroup analysis, Antibodies, Monoclonal, Humanized, Placebo, Cellular and Molecular Neuroscience, rituximab, Refractory, immune system diseases, Physiology (medical), Internal medicine, Activities of Daily Living, medicine, Humans, education, education.field_of_study, myasthenia gravis, acetylcholine receptor, business.industry, Eculizumab, medicine.disease, Confidence interval, Myasthenia gravis, refractory, Rituximab, eculizumab, Neurology (clinical), business, medicine.drug
Abstract

Introduction/Aims: Individuals with refractory generalized myasthenia gravis (gMG) who have a history of rituximab use and experience persistent symptoms represent a population with unmet treatment needs. The aim of this analysis was to evaluate the efficacy and safety of eculizumab in patients with refractory anti-acetylcholine receptor antibody-positive (AChR+) gMG previously treated with rituximab. Methods: This post hoc subgroup analysis of the phase 3 REGAIN study (NCT01997229) and its open-label extension (OLE; NCT02301624) compared baseline characteristics, safety, and response to eculizumab in participants who had previously received rituximab with those who had not. Rituximab use was not permitted within the 6 months before screening or during REGAIN/OLE. Results: Of 125 REGAIN participants, 14 had received rituximab previously (7 received placebo and 7 received eculizumab). In the previous-rituximab group, 57% had used at least four other immunosuppressants compared with 16% in the no-previous-rituximab group. Myasthenia Gravis Activities of Daily Living total scores from eculizumab baseline to week 130 of eculizumab treatment improved in both the previous-rituximab and no-previous-rituximab groups (least-squares mean −4.4, standard error of the mean [SEM] 1.0 [n = 9] and least-squares mean −4.6, SEM 0.3 [n = 67], respectively; difference = 0.2, 95% confidence interval −1.88 to 2.22). In addition, in both groups, most patients who were treated with eculizumab for 130 weeks achieved a Myasthenia Gravis Foundation of America post-intervention status of minimal manifestations (66.7% and 65.0%, respectively). The eculizumab safety profile was similar between groups and consistent with its established profile. Discussion: Eculizumab is an effective therapy for patients with refractory AChR+ gMG, irrespective of whether they had received rituximab treatment previously.

Published
2021

21. A multi-camera solution for counting vehicles on the edge

Author

Ciampi L., Gennaro C., Carrara F., Falchi F., Vairo C., and Amato G.

Subjects
Smart parking, Smart mobility, Deep Learning, Counting vehicles, Edge AI, Counting objects
Abstract

Smart mobility applications, such as intelligent parking and road traffic management, are nowadays widely employed worldwide, making our cities more livable, bringing benefits to our lives, reducing costs, and improving energy usage. We propose a multi-camera system to automatically count vehicles in a parking lot using images captured by smart cameras. Unlike most of the literature on this task, which focuses on the analysis of single images, this paper proposes the use of multiple visual sources to monitor a wider parking area from different perspectives. Experiments show that our solution is robust, flexible, and can benefit from redundant information from different cameras while improving overall performance.

Published
2021

22. Preventing microalbuminuria with benazepril, valsartan, and benazepril-valsartan combination therapy in diabetic patients with high-normal albuminuria: A prospective, randomized, open-label, blinded endpoint (PROBE) study

Author

Ruggenenti, P, Cortinovis, M, Parvanova, A, Trillini, M, Iliev, I, Bossi, A, Belviso, A, Aparicio, M, Trevisan, R, Rota, S, Perna, A, Peracchi, T, Rubis, N, Martinetti, D, Prandini, S, Gaspari, F, Carrara, F, De Cosmo, S, Tonolo, G, Mangili, R, Remuzzi, G, Ruggenenti, Piero, Cortinovis, Monica, Parvanova, Aneliya, Trillini, Matias, Iliev, Ilian P, Bossi, Antonio C, Belviso, Antonio, Aparicio, Maria C, Trevisan, Roberto, Rota, Stefano, Perna, Annalisa, Peracchi, Tobia, Rubis, Nadia, Martinetti, Davide, Prandini, Silvia, Gaspari, Flavio, Carrara, Fabiola, De Cosmo, Salvatore, Tonolo, Giancarlo, Mangili, Ruggero, Remuzzi, Giuseppe, Ruggenenti, P, Cortinovis, M, Parvanova, A, Trillini, M, Iliev, I, Bossi, A, Belviso, A, Aparicio, M, Trevisan, R, Rota, S, Perna, A, Peracchi, T, Rubis, N, Martinetti, D, Prandini, S, Gaspari, F, Carrara, F, De Cosmo, S, Tonolo, G, Mangili, R, Remuzzi, G, Ruggenenti, Piero, Cortinovis, Monica, Parvanova, Aneliya, Trillini, Matias, Iliev, Ilian P, Bossi, Antonio C, Belviso, Antonio, Aparicio, Maria C, Trevisan, Roberto, Rota, Stefano, Perna, Annalisa, Peracchi, Tobia, Rubis, Nadia, Martinetti, Davide, Prandini, Silvia, Gaspari, Flavio, Carrara, Fabiola, De Cosmo, Salvatore, Tonolo, Giancarlo, Mangili, Ruggero, and Remuzzi, Giuseppe

Abstract

Background: Angiotensin converting enzyme (ACE) inhibitors and angiotensin receptor blockers (ARBs) prevent microalbuminuria in normoalbuminuric type 2 diabetic patients. We assessed whether combined therapy with the 2 medications may prevent microalbuminuria better than ACE inhibitor or ARB monotherapy. Methods and findings: VARIETY was a prospective, randomized, open-label, blinded endpoint (PROBE) trial evaluating whether, at similar blood pressure (BP) control, combined therapy with benazepril (10 mg/day) and valsartan (160 mg/day) would prevent microalbuminuria more effectively than benazepril (20 mg/day) or valsartan (320 mg/day) monotherapy in 612 type 2 diabetic patients with high-normal albuminuria included between July 2007 and April 2013 by the Istituto di Ricerche Farmacologiche Mario Negri IRCCS and 8 diabetology or nephrology units in Italy. Time to progression to microalbuminuria was the primary outcome. Analyses were intention to treat. Baseline characteristics were similar among groups. During a median [interquartile range, IQR] follow-up of 66 [42 to 83] months, 53 patients (27.0%) on combination therapy, 57 (28.1%) on benazepril, and 64 (31.8%) on valsartan reached microalbuminuria. Using an accelerated failure time model, the estimated acceleration factors were 1.410 (95% CI: 0.806 to 2.467, P = 0.229) for benazepril compared to combination therapy, 0.799 (95% CI: 0.422 to 1.514, P = 0.492) for benazepril compared to valsartan, and 1.665 (95% CI: 1.007 to 2.746, P = 0.047) for valsartan compared to combination therapy. Between-group differences in estimated acceleration factors were nonsignificant after adjustment for predefined confounders. BP control was similar across groups. All treatments were safe and tolerated well, with a slight excess of hyperkalemia and hypotension in the combination therapy group. The main study limitation was the lower than expected albuminuria at inclusion. Conclusions: Risk/benefit profile of study treatments was si

Published
2021

25. Eculizumab Improves Fatigue in Refractory Generalized Myasthenia Gravis

Author

Andersen H., Mantegazza R., Wang J. J., O'Brien F., Patra K., Howard J. F., Mazia C. G., Wilken M., Barroso F., Saba J., Rugiero M., Bettini M., Chaves M., Vidal G., Garcia A. D., DeBleecker J., Van denAbeele G., deKoning K., DeMey K., Mercelis R., Mahieu D., Wagemaekers L., VanDamme P., Depreitere A., Schotte C., Smetcoren C., Stevens O., VanDaele S., Vandenbussche N., Vanhee A., Verjans S., Vynckier J., D'Hondt A., Tilkin P., AlvesdeSiqueira Carvalho A., DiasBrockhausen I., Feder D., Ambrosio D., Cesar P., Melo A. P., MartinsRibeiro R., Rocha R., BezerraRosa B., Veiga T., daSilva L. A., SantosEngel M., GoncalvesGeraldo J., daPenha AnaniasMorita M., NogueiraCoelho E., Paiva G., Pozo M., Prando N., MartineliTorres D. D., Butinhao C. F., Duran G., Gomes daSilva T. C., Otavio MaiaGoncalves L., Pazetto L. E., Fialho T. A. S., Renata CubasVolpe L., SouzaDuca L., GhellerFriedrich M. A., Guerreiro A., Mohr H., PereiraMartins M., daCruz Pacheco D., Ferreira L., Macagnan A. P., Pinto G., deCassia Santos A., Souza BulleOliveira A., AmaralAndrade A. C., Annes M., Duarte Silva L., CavalcanteLino V., Pinto W., Assis N., Carrara F., Miranda C., Souza I., Fernandes P., Siddiqi Z., Phan C., Narayan J., Blackmore D., Mallon A., Roderus R., Watt E., Vohanka S., Bednarik J., Chmelikova M., Cierny M., Toncrova S., Junkerova J., Kurkova B., Reguliova K., Zapletalova O., Pitha J., Novakova I., Tyblova M., Jurajdova I., Wolfova M., Harbo T., Vinge L., Krogh S., Mogensen A., Vissing J., Hojgaard J., Witting N., OstergaardAutzen A., Pedersen J., Eralinna J. -P., Laaksonen M., Oksaranta O., Harrison T., Eriksson J., Rozsa C., Horvath M., Lovas G., Matolcsi J., Szabo G., Jakab G., Szabadosne B., Vecsei L., Dezsi L., Varga E., Konyane M., Antonini G., DiPasquale A., Garibaldi M., Morino S., Troili F., Fionda L., Filla A., Costabile T., Marano E., Sacca F., Fasanaro A., Marsili A., Puorro G., Antozzi C., Bonanno S., Camera G., Locatelli A., Maggi L., Pasanisi M., Campanella A., Evoli A., Alboini P. E., D'Amato V., Iorio R., Inghilleri M., Frasca V., Giacomelli E., Gori M., Lopergolo D., Onesti E., Gabriele M., Uzawa A., Kanai T., Kawaguchi N., Mori M., Kaneko Y., Kanzaki A., Kobayashi E., Murai H., Masaki K., Matsuse D., Matsushita T., Uehara T., Shimpo M., Jingu M., Kikutake K., Nakamura Y., Sano Y., Utsugisawa K., Nagane Y., Kamegamori I., Tsuda T., Fujii Y., Futono K., Ozawa Y., Mizugami A., Saito Y., Suzuki H., Morikawa M., Samukawa M., Kamakura S., Miyawaki E., Shiraishi H., Mitazaki T., Motomura M., Mukaino A., Yoshimura S., Asada S., Yoshida S., Amamoto S., Kobashikawa T., Koga M., Maeda Y., Takada K., Takada M., Tsurumaru M., Yamashita Y., Suzuki Y., Akiyama T., Narikawa K., Tano O., Tsukita K., Kurihara R., Meguro F., Fukuda Y., Sato M., Okumura M., Funaka S., Kawamura T., Makamori M., Takahashi M., Taichi N., Hasuike T., Higuchi E., Kobayashi H., Osakada K., Imai T., Tsuda E., Shimohama S., Hayashi T., Hisahara S., Kawamata J., Murahara T., Saitoh M., Suzuki S., Yamamoto D., Ishiyama Y., Ishiyama N., Noshiro M., Takeyama R., Uwasa K., Yasuda I., van derKooi A., deVisser M., Gibson T., Kim B. -J., Lee C. N., Koo Y. S., Seok H. Y., Kang H. N., Ra H. J., Kim B. J., Cho E. B., Choi M. S., Lee H. L., Min J. -H., Seok J., Lee J. E., Koh D. Y., Kwon J. Y., Park S. A., Choi E. H., Hong Y. -H., Ahn S. -H., Koo D. L., Lim J. -S., Shin C. W., Hwang J. Y., Kim M., Kim S. M., Jeong H. -N., Jung J. W., Kim Y. -H., Lee H. S., Shin H. Y., Hwang E. B., Shin M., Casasnovas C., AlbertiAguilo M. A., Homedes-Pedret C., JuliaPalacios N., DiezPorras L., VelezSantamaria V., Lazaro A., DiezTejedor E., Gomez Salcedo P., Fernandez-Fournier M., LopezRuiz P., Rodriguez deRivera F. J., Sastre M., Gamez J., Sune P., Salvado M., Gili G., Mazuela G., Illa I., CortesVicente E., Diaz-Manera J., QuerolGutierrez L. A., RojasGarcia R., Vidal N., Arribas-Ibar E., Piehl F., Hietala A., Bjarbo L., Sengun I., Meherremova A., Ozcelik P., Balkan B., Tuga C., Ugur M., Erdem-Ozdamar S., Bekircan-Kurt C. E., Acar N. P., Yilmaz E., Caliskan Y., Orsel G., Efendi H., Aydinlik S., Cavus H., Kutlu A., Becerikli G., Semiz C., Tun O., Terzi M., Dogan B., Onar M. K., Sen S., KirbasCavdar T., Veske A., Norwood F., Dimitriou A., Gollogly J., Mahdi-Rogers M., Seddigh A., Sokratous G., Maier G., Sohail F., Jacob S., Sadalage G., Torane P., Brown C., Shah A., Sathasivam S., Arndt H., Davies D., Watling D., Amato A., Cochrane T., Salajegheh M., Roe K., Amato K., Toska S., Wolfe G., Silvestri N., Patrick K., Zakalik K., Katz J., Miller R., Engel M., Forshew D., Bravver E., Brooks B., Plevka S., Burdette M., Cunningham S., Sanjak M., Kramer M., Nemeth J., Schommer C., Tierney S., Juel V., Guptill J., Hobson-Webb L., Massey J., Beck K., Carnes D., Loor J., Anderson A., Pascuzzi R., Bodkin C., Kincaid J., Snook R., Guingrich S., Micheels A., Chaudhry V., Corse A., Mosmiller B., Kelley A., Ho D., Srinivasan J., Vytopil M., Jara J., Ventura N., Scala S., Carter C., Donahue C., Herbert C., Weiner E., Alam S., McKinnon J., Haar L., McKinnon N., Alcon K., McKenna K., Sattar N., Daniels K., Jeffery D., Kissel J., Freimer M., Hoyle J. C., Agriesti J., Chelnick S., Mezache L., Pineda C., Muharrem F., Karam C., Khoury J., Marburger T., Kaur H., Dimitrova D., Gilchrist J., Agrawal B., Elsayed M., Kohlrus S., Andoin A., Darnell T., Golden L., Lokaitis B., Seelback J., Muppidi S., Goyal N., Sakamuri S., So Y. T., Paulose S., Pol S., Welsh L., Bhavaraju-Sanka R., TobonGonzales A., Dishman L., Jones F., Gonzalez A., Padilla P., Saklad A., Silva M., Nations S., Trivedi J., Hopkins S., Kazamel M., Alsharabati M., Lu L., Nozaki K., Mumfrey-Thomas S., Woodall A., Mozaffar T., Cash T., Roy G., Mathew V., Maqsood F., Minton B., Jones H. J., Rosenfeld J., Garcia R., Echevarria L., Garcia S., Pulley M., Aranke S., Berger A. R., Shah J., Shabbir Y., Smith L., Varghese M., Gutmann L., Jerath N., Nance C., Swenson A., Olalde H., Kressin N., Sieren J., Barohn R., Dimachkie M., Glenn M., McVey A., Pasnoor M., Statland J., Wang J., Liu T., Emmons K., Jenci N., Locheke J., Fondaw A., Johns K., Rico G., Walsh M., Herbelin L., Hafer-Macko C., Kwan J., Zilliox L., Callison K., Young V., DiSanzo B., Naunton K., Benatar M., Bilsker M., Sharma K., Cooley A., Reyes E., Michon S. -C., Sheldon D., Steele J., Chopra M., Traub R., Vu T., Katzin L., McClain T., Harvey B., Hart A., Huynh K., Beydoun S., Chilingaryan A., Doan V., Droker B., Gong H., Karimi S., Lin F., Pokala K., Tran A., Akhter S., Malekniazi A., Tandan R., Hehir M., Waheed W., Lucy S., Weiss M., Distad J., Strom S., Downing S., Kim B., Bertorini T., Arnold T., Hendersen K., Pillai R., Liu Y., Wheeler L., Hewlett J., Vanderhook M., Nowak R., Dicapua D., Keung B., Kumar A., Patwa H., Robeson K., Yang I., Nye J., Vu H., Andersen, H., Mantegazza, R., Wang, J. J., O'Brien, F., Patra, K., Howard, J. F., Mazia, C. G., Wilken, M., Barroso, F., Saba, J., Rugiero, M., Bettini, M., Chaves, M., Vidal, G., Garcia, A. D., Debleecker, J., Van denAbeele, G., Dekoning, K., Demey, K., Mercelis, R., Mahieu, D., Wagemaekers, L., Vandamme, P., Depreitere, A., Schotte, C., Smetcoren, C., Stevens, O., Vandaele, S., Vandenbussche, N., Vanhee, A., Verjans, S., Vynckier, J., D'Hondt, A., Tilkin, P., AlvesdeSiqueira Carvalho, A., Diasbrockhausen, I., Feder, D., Ambrosio, D., Cesar, P., Melo, A. P., Martinsribeiro, R., Rocha, R., Bezerrarosa, B., Veiga, T., Dasilva, L. A., Santosengel, M., Goncalvesgeraldo, J., daPenha AnaniasMorita, M., Nogueiracoelho, E., Paiva, G., Pozo, M., Prando, N., Martinelitorres, D. D., Butinhao, C. F., Duran, G., Gomes daSilva, T. C., Otavio MaiaGoncalves, L., Pazetto, L. E., Fialho, T. A. S., Renata CubasVolpe, L., Souzaduca, L., Ghellerfriedrich, M. A., Guerreiro, A., Mohr, H., Pereiramartins, M., daCruz Pacheco, D., Ferreira, L., Macagnan, A. P., Pinto, G., deCassia Santos, A., Souza BulleOliveira, A., Amaralandrade, A. C., Annes, M., Duarte Silva, L., Cavalcantelino, V., Pinto, W., Assis, N., Carrara, F., Miranda, C., Souza, I., Fernandes, P., Siddiqi, Z., Phan, C., Narayan, J., Blackmore, D., Mallon, A., Roderus, R., Watt, E., Vohanka, S., Bednarik, J., Chmelikova, M., Cierny, M., Toncrova, S., Junkerova, J., Kurkova, B., Reguliova, K., Zapletalova, O., Pitha, J., Novakova, I., Tyblova, M., Jurajdova, I., Wolfova, M., Harbo, T., Vinge, L., Krogh, S., Mogensen, A., Vissing, J., Hojgaard, J., Witting, N., Ostergaardautzen, A., Pedersen, J., Eralinna, J. -P., Laaksonen, M., Oksaranta, O., Harrison, T., Eriksson, J., Rozsa, C., Horvath, M., Lovas, G., Matolcsi, J., Szabo, G., Jakab, G., Szabadosne, B., Vecsei, L., Dezsi, L., Varga, E., Konyane, M., Antonini, G., Dipasquale, A., Garibaldi, M., Morino, S., Troili, F., Fionda, L., Filla, A., Costabile, T., Marano, E., Sacca, F., Fasanaro, A., Marsili, A., Puorro, G., Antozzi, C., Bonanno, S., Camera, G., Locatelli, A., Maggi, L., Pasanisi, M., Campanella, A., Evoli, A., Alboini, P. E., D'Amato, V., Iorio, R., Inghilleri, M., Frasca, V., Giacomelli, E., Gori, M., Lopergolo, D., Onesti, E., Gabriele, M., Uzawa, A., Kanai, T., Kawaguchi, N., Mori, M., Kaneko, Y., Kanzaki, A., Kobayashi, E., Murai, H., Masaki, K., Matsuse, D., Matsushita, T., Uehara, T., Shimpo, M., Jingu, M., Kikutake, K., Nakamura, Y., Sano, Y., Utsugisawa, K., Nagane, Y., Kamegamori, I., Tsuda, T., Fujii, Y., Futono, K., Ozawa, Y., Mizugami, A., Saito, Y., Suzuki, H., Morikawa, M., Samukawa, M., Kamakura, S., Miyawaki, E., Shiraishi, H., Mitazaki, T., Motomura, M., Mukaino, A., Yoshimura, S., Asada, S., Yoshida, S., Amamoto, S., Kobashikawa, T., Koga, M., Maeda, Y., Takada, K., Takada, M., Tsurumaru, M., Yamashita, Y., Suzuki, Y., Akiyama, T., Narikawa, K., Tano, O., Tsukita, K., Kurihara, R., Meguro, F., Fukuda, Y., Sato, M., Okumura, M., Funaka, S., Kawamura, T., Makamori, M., Takahashi, M., Taichi, N., Hasuike, T., Higuchi, E., Kobayashi, H., Osakada, K., Imai, T., Tsuda, E., Shimohama, S., Hayashi, T., Hisahara, S., Kawamata, J., Murahara, T., Saitoh, M., Suzuki, S., Yamamoto, D., Ishiyama, Y., Ishiyama, N., Noshiro, M., Takeyama, R., Uwasa, K., Yasuda, I., van derKooi, A., Devisser, M., Gibson, T., Kim, B. -J., Lee, C. N., Koo, Y. S., Seok, H. Y., Kang, H. N., Ra, H. J., Kim, B. J., Cho, E. B., Choi, M. S., Lee, H. L., Min, J. -H., Seok, J., Lee, J. E., Koh, D. Y., Kwon, J. Y., Park, S. A., Choi, E. H., Hong, Y. -H., Ahn, S. -H., Koo, D. L., Lim, J. -S., Shin, C. W., Hwang, J. Y., Kim, M., Kim, S. M., Jeong, H. -N., Jung, J. W., Kim, Y. -H., Lee, H. S., Shin, H. Y., Hwang, E. B., Shin, M., Casasnovas, C., Albertiaguilo, M. A., Homedes-Pedret, C., Juliapalacios, N., Diezporras, L., Velezsantamaria, V., Lazaro, A., Dieztejedor, E., Gomez Salcedo, P., Fernandez-Fournier, M., Lopezruiz, P., Rodriguez deRivera, F. J., Sastre, M., Gamez, J., Sune, P., Salvado, M., Gili, G., Mazuela, G., Illa, I., Cortesvicente, E., Diaz-Manera, J., Querolgutierrez, L. A., Rojasgarcia, R., Vidal, N., Arribas-Ibar, E., Piehl, F., Hietala, A., Bjarbo, L., Sengun, I., Meherremova, A., Ozcelik, P., Balkan, B., Tuga, C., Ugur, M., Erdem-Ozdamar, S., Bekircan-Kurt, C. E., Acar, N. P., Yilmaz, E., Caliskan, Y., Orsel, G., Efendi, H., Aydinlik, S., Cavus, H., Kutlu, A., Becerikli, G., Semiz, C., Tun, O., Terzi, M., Dogan, B., Onar, M. K., Sen, S., Kirbascavdar, T., Veske, A., Norwood, F., Dimitriou, A., Gollogly, J., Mahdi-Rogers, M., Seddigh, A., Sokratous, G., Maier, G., Sohail, F., Jacob, S., Sadalage, G., Torane, P., Brown, C., Shah, A., Sathasivam, S., Arndt, H., Davies, D., Watling, D., Amato, A., Cochrane, T., Salajegheh, M., Roe, K., Amato, K., Toska, S., Wolfe, G., Silvestri, N., Patrick, K., Zakalik, K., Katz, J., Miller, R., Engel, M., Forshew, D., Bravver, E., Brooks, B., Plevka, S., Burdette, M., Cunningham, S., Sanjak, M., Kramer, M., Nemeth, J., Schommer, C., Tierney, S., Juel, V., Guptill, J., Hobson-Webb, L., Massey, J., Beck, K., Carnes, D., Loor, J., Anderson, A., Pascuzzi, R., Bodkin, C., Kincaid, J., Snook, R., Guingrich, S., Micheels, A., Chaudhry, V., Corse, A., Mosmiller, B., Kelley, A., Ho, D., Srinivasan, J., Vytopil, M., Jara, J., Ventura, N., Scala, S., Carter, C., Donahue, C., Herbert, C., Weiner, E., Alam, S., Mckinnon, J., Haar, L., Mckinnon, N., Alcon, K., Mckenna, K., Sattar, N., Daniels, K., Jeffery, D., Kissel, J., Freimer, M., Hoyle, J. C., Agriesti, J., Chelnick, S., Mezache, L., Pineda, C., Muharrem, F., Karam, C., Khoury, J., Marburger, T., Kaur, H., Dimitrova, D., Gilchrist, J., Agrawal, B., Elsayed, M., Kohlrus, S., Andoin, A., Darnell, T., Golden, L., Lokaitis, B., Seelback, J., Muppidi, S., Goyal, N., Sakamuri, S., So, Y. T., Paulose, S., Pol, S., Welsh, L., Bhavaraju-Sanka, R., Tobongonzales, A., Dishman, L., Jones, F., Gonzalez, A., Padilla, P., Saklad, A., Silva, M., Nations, S., Trivedi, J., Hopkins, S., Kazamel, M., Alsharabati, M., Lu, L., Nozaki, K., Mumfrey-Thomas, S., Woodall, A., Mozaffar, T., Cash, T., Roy, G., Mathew, V., Maqsood, F., Minton, B., Jones, H. J., Rosenfeld, J., Garcia, R., Echevarria, L., Garcia, S., Pulley, M., Aranke, S., Berger, A. R., Shah, J., Shabbir, Y., Smith, L., Varghese, M., Gutmann, L., Jerath, N., Nance, C., Swenson, A., Olalde, H., Kressin, N., Sieren, J., Barohn, R., Dimachkie, M., Glenn, M., Mcvey, A., Pasnoor, M., Statland, J., Wang, J., Liu, T., Emmons, K., Jenci, N., Locheke, J., Fondaw, A., Johns, K., Rico, G., Walsh, M., Herbelin, L., Hafer-Macko, C., Kwan, J., Zilliox, L., Callison, K., Young, V., Disanzo, B., Naunton, K., Benatar, M., Bilsker, M., Sharma, K., Cooley, A., Reyes, E., Michon, S. -C., Sheldon, D., Steele, J., Chopra, M., Traub, R., Vu, T., Katzin, L., Mcclain, T., Harvey, B., Hart, A., Huynh, K., Beydoun, S., Chilingaryan, A., Doan, V., Droker, B., Gong, H., Karimi, S., Lin, F., Pokala, K., Tran, A., Akhter, S., Malekniazi, A., Tandan, R., Hehir, M., Waheed, W., Lucy, S., Weiss, M., Distad, J., Strom, S., Downing, S., Kim, B., Bertorini, T., Arnold, T., Hendersen, K., Pillai, R., Liu, Y., Wheeler, L., Hewlett, J., Vanderhook, M., Nowak, R., Dicapua, D., Keung, B., Kumar, A., Patwa, H., Robeson, K., Yang, I., Nye, J., and Vu, H.

Subjects
Male, Activities of daily living, Outcome Assessment, Myasthenia Gravis/drug therapy, Myasthenia gravi, Placebos, 0302 clinical medicine, Quality of life, QUALITY-OF-LIFE, Outcome Assessment, Health Care, Monoclonal, Receptors, Activities of Daily Living, Medicine and Health Sciences, Clinical endpoint, Receptors, Cholinergic, Fatigue/drug therapy, Myasthenia gravis, Humanized, Fatigue, Cholinergic, Public, Environmental & Occupational Health, 030503 health policy & services, Terminal complement inhibition, Eculizumab, Middle Aged, humanities, Antibodies, Monoclonal, Humanized/therapeutic use, 030220 oncology & carcinogenesis, Health Policy & Services, Female, 0305 other medical science, Life Sciences & Biomedicine, medicine.drug, medicine.medical_specialty, Complement, Brief Communication, Antibodies, Monoclonal, Humanized, Placebo, Antibodies, 03 medical and health sciences, Neuro-QOL Fatigue, Refractory, Internal medicine, Myasthenia Gravis, medicine, Humans, Generalized myasthenia, Placebos/therapeutic use, Quality of Life, Receptors, Cholinergic/immunology, Science & Technology, business.industry, Public Health, Environmental and Occupational Health, Correction, medicine.disease, Health Care, Health Care Sciences & Services, business
Abstract

Purpose To evaluate the effect of eculizumab on perceived fatigue in patients with anti-acetylcholine receptor antibody-positive, refractory, generalized myasthenia gravis (MG) using the Quality of Life in Neurological Disorders (Neuro-QOL) Fatigue subscale, and to evaluate correlations between improvements in Neuro-QOL Fatigue and other clinical endpoints. Methods Neuro-QOL Fatigue, MG Activities of Daily Living (MG-ADL), Quantitative MG (QMG), and the 15-item MG Quality of Life (MG-QOL15) scales were administered during the phase 3, randomized, placebo-controlled REGAIN study (eculizumab, n = 62; placebo, n = 63) and subsequent open-label extension (OLE). Data were analyzed using repeated-measures models. Correlations between changes in Neuro-QOL Fatigue and in MG-ADL, QMG, and MG-QOL15 scores were determined at REGAIN week 26. Results At REGAIN week 26, eculizumab-treated patients showed significantly greater improvements in Neuro-QOL Fatigue scores than placebo-treated patients (consistent with improvements in MG-ADL, QMG, and MG-QOL15 scores previously reported in REGAIN). Improvements with eculizumab were sustained through OLE week 52. Correlations between Neuro-QOL Fatigue and MG-QOL15, MG-ADL, and QMG scores were strong for eculizumab-treated patients at REGAIN week 26, and strong, moderate, and weak, respectively, for placebo-treated patients. Conclusions Compared with placebo, eculizumab was associated with improvements in perceived fatigue that strongly correlated with improvements in MG-specific outcome measures. Trial ID Registration: NCT01997229, NCT02301624.

Published
2019

26. ‘Minimal symptom expression’ in patients with acetylcholine receptor antibody-positive refractory generalized myasthenia gravis treated with eculizumab

Author

Vissing, J., Jacob, S., Fujita, K. P., O'Brien, F., Howard, J. F., Mazia, C. G., Wilken, M., Barroso, F., Saba, J., Rugiero, M., Bettini, M., Chaves, M., Vidal, G., Garcia, A. D., DeBleecker, J., Vanden Abeele, G., deKoning, K., DeMey, K., Mercelis, R., Mahieu, D., Wagemaekers, L., VanDamme, P., Depreitere, A., Schotte, C., Smetcoren, C., Stevens, O., VanDaele, S., Vandenbussche, N., Vanhee, A., Verjans, S., Vynckier, J., D'Hont, A., Tilkin, P., Alves deSiqueira Carvalho, A., DiasBrockhausen, I., Feder, D., Ambrosio, D., Cesar, P., Melo, A. P., MartinsRibeiro, R., Rocha, R., Rosa, B. B., Veiga, T., daSilva, L. A., SantosEngel, M., GoncalvesGeraldo, J., daPenha Ananias Morita, M., NogueiraCoelho, E., Paiva, G., Pozo, M., Prando, N., MartineliTorres, D. D., Butinhao, C. F., Duran, G., SurianeFialho, T. A., Gomes daSilva, T. C., MaiaGoncalves, L. O., Pazetto, L. E., CubasVolpe, L. R., SouzaDuca, L., GhellerFriedrich, M. A., Guerreiro, A., Mohr, H., PereiraMartins, M., daCruz Pacheco, D., Ferreira, L., Macagnan, A. P., Pinto, G., deCassia Santos, A., Souza BulleOliveira, A., Amaral deAndrade, A. C., Annes, M., DuarteSilva, L., CavalcanteLino, V., Pinto, W., Assis, N., Carrara, F., Miranda, C., Souza, I., Fernandes, P., Siddiqi, Z., Phan, C., Narayan, J., Blackmore, D., Mallon, A., Roderus, R., Watt, E., Vohanka, S., Bednarik, J., Chmelikova, M., Cierny, M., Toncrova, S., Junkerova BarboraKurkova, J., Reguliova, K., Zapletalova, O., Pitha, J., Novakova, I., Tyblova, M., Jurajdova, I., Wolfova, M., Andersen, H., Harbo, T., Vinge, L., Krogh, S., Mogensen, A., Hojgaard, J., Witting, N., Mette OstergaardAutzen, A., Pedersen, J., Eralinna, J. -P., Laaksonen, M., Oksaranta, O., Harrison, T., Eriksson, J., Rozsa, C., Horvath, M., Lovas, G., Matolcsi, J., Szabo, G., Jakab, G., Szabadosne, B., Vecsei, L., Dezsi, L., Varga, E., Konyane, M., Antonini, G., DiPasquale, A., Garibaldi, M., Morino, S., Troili, F., Fionda, L., Sacca, F., Previous, Filla, A., Sub-Investigators, Costabile, T., Marano, E., Fasanaro, A., Marsili, A., Puorro, G., Mantegazza, R., Antozzi, C., Bonanno, S., Camera, G., Locatelli, A., Maggi, L., Pasanisi, M., Campanella, A., Evoli, A., Alboini, P. E., D'Amato, V., Iorio, R., Inghilleri, M., Frasca, V., Giacomelli, E., Gori, M., Lopergolo, D., Onesti, E., Gabriele, M., Uzawa, A., Kanai, T., Kawaguchi, N., Mori, M., Kaneko, Y., Kanzaki, A., Kobayashi, E., Murai, H., Masaki, K., Matsuse, D., Matsushita, T., Uehara, T., Shimpo, M., Jingu, M., Kikutake, K., Nakamura, Y., Sano, Y., Utsugisawa, K., Nagane, Y., Kamegamori, I., Tsuda, T., Fujii, Y., Futono, K., Ozawa, Y., Mizugami, A., Saito, Y., Samukawa, M., Suzuki, H., Morikawa, M., Kamakura, S., Miyawaki, E., Shiraishi, H., Mitazaki, T., Motomura, M., Mukaino, A., Yoshimura, S., Asada, S., Yoshida, S., Amamoto, S., Kobashikawa, T., Koga, M., Maeda, Y., Takada, K., Takada, M., Tsurumaru, M., Yamashita, Y., Suzuki, Y., Akiyama, T., Narikawa, K., Tano, O., Tsukita, K., Kurihara, R., Meguro, F., Fukuda, Y., Sato, M., Okumura, M., Funaka, S., Kawamura, T., Makamori, M., Takahashi, M., Taichi, N., Hasuike, T., Higuchi, E., Kobayashi, H., Osakada, K., Imai, T., Tsuda, E., Shimohama, S., Hayashi, T., Hisahara, S., Kawamata, J., Murahara, T., Saitoh, M., Suzuki, S., Yamamoto, D., Ishiyama, Y., Ishiyama, N., Noshiro, M., Takeyama, R., Uwasa, K., Yasuda, I., Kim, B. -J., Lee, C. N., Koo, Y. S., Seok, H. Y., Kang, H. N., H. J., Ra, Kim, B. J., Cho, E. B., Choi, M. S., Lee, H. L., Min, J. -H., Seok, J., Lee, J. E., Koh, D. Y., Kwon, J. Y., Park, S. A., Choi, E. H., Hong, Y. -H., Ahn, S. -H., Koo, D. L., Lim, J. -S., Shin, C. W., Hwang, J. Y., Kim, M., Kim, S. M., Jeong, H. -N., Jung, J. W., Kim, Y. -H., Lee, H. S., Shin, H. Y., Hwang, E. B., Shin, M., van derKooi, A., deVisser, M., Gibson, T., Casasnovas, C., AlbertiAguilo, M. A., Homedes-Pedret, C., Palacios, N. J., DiezPorras, L., VelezSantamaria, V., Lazaro, A., DiezTejedor, E., GomezSalcedo, P., Fernandez-Fournier, M., LopezRuiz, P., Rodriguez deRivera, F. J., Sastre, M., GamezCarbonell, J., Sune, P., SalvadoFigueras, M., Gili, G., Mazuela, G., Illa, I., CortesVicente, E., Diaz-Manera, J., QuerolGutierrez, L. A., RojasGarcia, R., Vidal, N., Arribas-Ibar, E., Piehl, F., Hietala, A., Bjarbo, L., Sengun, I., Meherremova, A., Ozcelik, P., Balkan, B., Tuga, C., Ugur, M., Erdem-Ozdamar, S., Bekircan-Kurt, C. E., Acar, N. P., Yilmaz, E., Caliskan, Y., Orsel, G., Efendi, H., Aydinlik, S., Cavus, H., Kutlu, A., Becerikli, G., Semiz, C., Tun, O., Terzi, M., Dogan, B., Onar, M. K., Sen, S., KirbasCavdar, T., Veske, A., Norwood, F., Dimitriou, A., Gollogly, J., Mahdi-Rogers, M., Seddigh, A., Sokratous, G., Maier, G., Sohail, F., Sadalage, G., Torane, P., Brown, C., Shah, A., Sathasivam, S., Arndt, H., Davies, D., Watling, D., Amato, A., Cochrane, T., Salajegheh, M., Roe, K., Amato, K., Toska, S., Wolfe, G., Silvestri, N., Patrick, K., Zakalik, K., Katz, J., Miller, R., Engel, M., Forshew, D., Bravver, E., Brooks, B., Sanjak, M., Plevka, S., Burdette, M., Cunningham, S., Kramer, M., Nemeth, J., Schommer, C., Tinerney, S., Juel, V., Guptill, J., Hobson-Webb, L., Massey, J., Beck, K., Carnes, D., Loor, J., Anderson, A., Pascuzzi, R., Bodkin, C., Kincaid, J., Snook, R., Guinrich, S., Micheels, A., Chaudhry, V., Corse, A., Mosmiller, B., Kelley, A., Ho, D., Srinivasan, J., Vytopil, M., Jara, J., Ventura, N., Carter, C., Donahue, C., Herbert, C., Scala, S., Weiner, E., Alam, S., McKinnon, J., Haar, L., McKinnon, N., Alcon, K., McKenna, K., Sattar, N., Daniels, K., Jeffery, D., Freimer, M., Hoyle, J. C., Kissel, J., Agriesti, J., Chelnick, S., Mezache, L., Pineda, C., Muharrem, F., Karam, C., Khoury, J., Marburger, T., Kaur, H., Dimitrova, D., Gilchrist, J., Agrawal, B., Elsayed, M., Kohlrus, S., Andoin, A., Darnell, T., Golden, L., Lokaitis, B., Seelbach, J., Muppidi, S., Goyal, N., Sakamuri, S., Y. T., So, Paulose, S., Pol, S., Welsh, L., Bhavaraju-Sanka, R., TobonGonzalez, A., Dishman, L., Jones, F., Gonzalez, A., Padilla, P., Saklad, A., Silva, M., Nations, S., Trivedi, J., Hopkins, S., Kazamel, M., Alsharabati, M., Lu, L., Nozaki, K., Mumfrey-Thomas, S., Woodall, A., Mozaffar, T., Cash, T., Roy, G., Mathew, V., Maqsood, F., Minton, B., Jones, H. J., Rosenfeld, J., Garcia, R., Echevarria, L., Garcia, S., Pulley, M., Aranke, S., Berger, A. R., Shah, J., Shabbir, Y., Smith, L., Varghese, M., Gutmann, L., Jerath, N., Nance, C., Swenson, A., Olalde, H., Kressin, N., Sieren, J., Barohn, R., Dimachkie, M., Glenn, M., McVey, A., Pasnoor, M., Statland, J., Wang, Y., Liu, T., Emmons, K., Jenci, N., Locheke, J., Fondaw, A., Johns, K., Rico, G., Walsh, M., Herbelin, L., Hafer-Macko, C., Kwan, J., Zilliox, L., Callison, K., Young, V., DiSanzo, B., Naunton, K., Benatar, M., Bilsker, M., Sharma, K., Cooley, A., Reyes, E., Michon, S. -C., Sheldon, D., Steele, J., Traub, R., Chopra, M., Vu, T., Katzin, L., McClain, T., Harvey, B., Hart, A., Huynh, K., Beydoun, S., Chilingaryan, A., Doan, V., Droker, B., Gong, H., Karimi, S., Lin, F., Polaka, K., Tran, A., Akhter, S., Malekniazi, A., Tandan, R., Hehir, M., Waheed, W., Lucy, S., Weiss, M., Distad, J., Strom, S., Downing, S., Kim, B., Bertorini, T., Arnold, T., Henderson, K., Pillai, R., Liu, Y., Wheeler, L., Hewlett, J., Vanderhook, M., Nowak, R., Dicapua, D., Keung, B., Kumar, A., Patwa, H., Robeson, K., Yang, I., Nye, J., and Vu, H.

Subjects
Acetylcholine receptor, Eculizumab, Minimal symptom expression, Myasthenia gravis, Refractory, Adult, Aged, Antibodies, Monoclonal, Humanized, Autoantibodies, Double-Blind Method, Female, Humans, Immunologic Factors, Male, Middle Aged, Myasthenia Gravis, Receptors, Cholinergic, Activities of Daily Living, Patient Reported Outcome Measures, Quality of Life
Published
2020

27. Preface - SISAP 2020

Author

Satoh S., Vadicamo L., Zimek A., Carrara F., Bartolini I., Aumüller M., Jónsson, B. Þór, and Pagh R.

Subjects
SISAP 2020
Abstract

Preface of Volume 12440 LNCS,2020, Pages v-vi, 13th International Conference on Similarity Search and Applications, SISAP 2020.

Published
2020

28. AIMH research activities 2020

Author

Aloia N., Amato G., Bartalesi V., Benedetti F., Bolettieri P., Carrara F., Casarosa V., Ciampi L., Concordia C., Corbara S., Esuli A., Falchi F., Gennaro C., Lagani G., Massoli F. V., Meghini C., Messina N., Metilli D., Molinari A., Moreo A., Nardi A., Pedrotti A., Pratelli N., Rabitti F., Savino P., Sebastiani F., Thanos C., Trupiano L., Vadicamo L., and Vairo C.

Subjects
Artificial intelligence, Multimedia information retrieval, Similarity search, Natural language processing, Computer vision, Digital humanities
Abstract

Annual Report of the Artificial Intelligence for Media and Humanities laboratory (AIMH) research activities in 2020.

Published
2020

29. Cutting Through the Noise: Bacterial Chemotaxis in Marine Microenvironments

Author

Brumley, DR, Carrara, F, Hein, AM, Hagstrom, G, Levin, SA, Stocker, R, Brumley, DR, Carrara, F, Hein, AM, Hagstrom, G, Levin, SA, and Stocker, R

Abstract

The ability of marine microbes to navigate toward chemical hotspots can determine their nutrient uptake and has the potential to affect the cycling of elements in the ocean. The link between bacterial navigation and nutrient cycling highlights the need to understand how chemotaxis functions in the context of marine microenvironments. Chemotaxis hinges on the stochastic binding/unbinding of molecules with surface receptors, the transduction of this information through an intracellular signaling cascade, and the activation and control of flagellar motors. The intrinsic randomness of these processes is a central challenge that cells must deal with in order to navigate, particularly under dilute conditions where noise and signal are similar in magnitude. Such conditions are ubiquitous in the ocean, where nutrient concentrations are often extremely low and subject to rapid variation in space (e.g., particulate matter, nutrient plumes) and time (e.g., diffusing sources, fluid mixing). Stochastic, biophysical models of chemotaxis have the potential to illuminate how bacteria cope with noise to efficiently navigate in such environments. At the same time, new technologies for experimentation allow for continuous interrogation—from milliseconds through to days—of bacterial responses in custom dynamic nutrient landscapes, providing unprecedented access to the behavior of chemotactic cells in microenvironments engineered to mimic those cells navigate in the wild. These recent theoretical and experimental developments have created an opportunity to derive population-level uptake from single-cell motility characteristics in ways that could inform the next generation of marine biogeochemical cycling models.

Published
2020

31. A Cluster Randomised Trial of a Multifaceted Quality Improvement Intervention in Brazilian Intensive Care Units

Author

Cavalcanti, AB, Bozza, FA, Machado, FR, Salluh, JIF, Campagnucci, VP, Vendramim, P, Guimarães, HP, Normílio-Silva, K, Chiattone, VC, Damiani, LP, Romano, ER, Carrara, F, Lubarino, J, Silva, AR, Viana, G, Teixeira, C, Silva, NB, Chang, CCH, Angus, DC, Berwanger, O, and The CHECKLIST-ICU Investigators and the Brazilian Research in Intensive Care Network (BRICNet)

Published
2015
Full Text
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35. SmartPark@Lucca - D5. Integrazione e sperimentazione sul campo

Author

Amato G., Bolettieri P., Carrara F., Ciampi L., Gennaro C., Leone G. R., Moroni D., Pieri G., and Vairo C.

Subjects
Deep Learning, Computer Vision, Smart City, Image Analysis, Parking Monitoring
Abstract

In questo deliverable sono descritte le attività eseguite all'interno del WP3, in particolare relative al Task 3.1 - Integrazione e al Task 3.2 - Sperimentazione sul campo.

Published
2019

36. Image analysis in technical documentation

Author

Carrara, F., Debole, F., Gennaro, C., and Giuseppe Amato

Subjects
Big data, Machine learning, Manufacturing companies, Image analysis
Abstract

In the era of Big Data, manufacturing companies are overwhelmed by a lot of disorganized information: the large amount of digital content that is increasingly available in the manufacturing process makes the retrieval of accurate information a critical issue. In this context, and thanks also to the Industry 4.0 campaign, the Italian manufacturing industries have made a lot of effort to ameliorate their knowledge management system using the most recent technologies, like big data analysis and machine learning methods. This paper presents the on-going work done within the ADA project, with special emphasis on the specific image analysis work carried out to extract information from images contained in the so different document of the manufacturing companies, partners of the project.

Published
2019

37. Surrogate text representation of visual features for fast image retrieval

Author

Carrara F.

Subjects
Deep features, ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, Surrogate text representation, Image retrieval, Inverted index
Abstract

We propose a simple and effective methodology to index and retrieve image features without the need for a time-consuming codebook learning step. We employ a scalar quantization approach combined with Surrogate Text Representation (STR) to perform large-scale image retrieval relying on the latest text search engine technologies. Experiments on large-scale image retrieval benchmarks show that we improve the effectiveness-efficiency trade-off of current STR approaches while performing comparably to state-of-the-art main-memory methods without requiring a codebook learning procedure.

Published
2019

38. Correction to: Eculizumab improves fatigue in refractory generalized myasthenia gravis (Quality of Life Research, (2019), 28, 8, (2247-2254), 10.1007/s11136-019-02148-2)

Author

Andersen, H., Mantegazza, R., Wang, J. J., O'Brien, F., Patra, K., Howard, J. F., Mazia, C. G., Wilken, M., Barroso, F., Saba, J., Rugiero, M., Bettini, M., Chaves, M., Vidal, G., Garcia, A. D., Debleecker, J., Van denAbeele, G., Dekoning, K., Demey, K., Mercelis, R., Mahieu, D., Wagemaekers, L., Vandamme, P., Depreitere, A., Schotte, C., Smetcoren, C., Stevens, O., Vandaele, S., Vandenbussche, N., Vanhee, A., Verjans, S., Vynckier, J., D'Hondt, A., Tilkin, P., AlvesdeSiqueira Carvalho, A., Diasbrockhausen, I., Feder, D., Ambrosio, D., Cesar, P., Melo, A. P., Martinsribeiro, R., Rocha, R., Bezerrarosa, B., Veiga, T., Dasilva, L. A., Santosengel, M., Goncalvesgeraldo, J., daPenha AnaniasMorita, M., Nogueiracoelho, E., Paiva, G., Pozo, M., Prando, N., Martinelitorres, D. D., Butinhao, C. F., Duran, G., Gomes daSilva, T. C., Otavio MaiaGoncalves, L., Pazetto, L. E., Fialho, T. A. S., Renata CubasVolpe, L., Souzaduca, L., Ghellerfriedrich, M. A., Guerreiro, A., Mohr, H., Pereiramartins, M., daCruz Pacheco, D., Ferreira, L., Macagnan, A. P., Pinto, G., deCassia Santos, A., Souza BulleOliveira, A., Amaralandrade, A. C., Annes, M., Duarte Silva, L., Cavalcantelino, V., Pinto, W., Assis, N., Carrara, F., Miranda, C., Souza, I., Fernandes, P., Siddiqi, Z., Phan, C., Narayan, J., Blackmore, D., Mallon, A., Roderus, R., Watt, E., Vohanka, S., Bednarik, J., Chmelikova, M., Cierny, M., Toncrova, S., Junkerova, J., Kurkova, B., Reguliova, K., Zapletalova, O., Pitha, J., Novakova, I., Tyblova, M., Jurajdova, I., Wolfova, M., Harbo, T., Vinge, L., Krogh, S., Mogensen, A., Vissing, J., Hojgaard, J., Witting, N., Ostergaardautzen, A., Pedersen, J., Eralinna, J. -P., Laaksonen, M., Oksaranta, O., Harrison, T., Eriksson, J., Rozsa, C., Horvath, M., Lovas, G., Matolcsi, J., Szabo, G., Jakab, G., Szabadosne, B., Vecsei, L., Dezsi, L., Varga, E., Konyane, M., Antonini, G., Dipasquale, A., Garibaldi, M., Morino, S., Troili, F., Fionda, L., Filla, A., Costabile, T., Marano, E., Sacca, F., Fasanaro, A., Marsili, A., Puorro, G., Antozzi, C., Bonanno, S., Camera, G., Locatelli, A., Maggi, L., Pasanisi, M., Campanella, A., Evoli, A., Alboini, P. E., D'Amato, V., Iorio, R., Inghilleri, M., Frasca, V., Giacomelli, E., Gori, M., Lopergolo, D., Onesti, E., Gabriele, M., Uzawa, A., Kanai, T., Kawaguchi, N., Mori, M., Kaneko, Y., Kanzaki, A., Kobayashi, E., Murai, H., Masaki, K., Matsuse, D., Matsushita, T., Uehara, T., Shimpo, M., Jingu, M., Kikutake, K., Nakamura, Y., Sano, Y., Utsugisawa, K., Nagane, Y., Kamegamori, I., Tsuda, T., Fujii, Y., Futono, K., Ozawa, Y., Mizugami, A., Saito, Y., Suzuki, H., Morikawa, M., Samukawa, M., Kamakura, S., Miyawaki, E., Shiraishi, H., Mitazaki, T., Motomura, M., Mukaino, A., Yoshimura, S., Asada, S., Yoshida, S., Amamoto, S., Kobashikawa, T., Koga, M., Maeda, Y., Takada, K., Takada, M., Tsurumaru, M., Yamashita, Y., Suzuki, Y., Akiyama, T., Narikawa, K., Tano, O., Tsukita, K., Kurihara, R., Meguro, F., Fukuda, Y., Sato, M., Okumura, M., Funaka, S., Kawamura, T., Makamori, M., Takahashi, M., Taichi, N., Hasuike, T., Higuchi, E., Kobayashi, H., Osakada, K., Imai, T., Tsuda, E., Shimohama, S., Hayashi, T., Hisahara, S., Kawamata, J., Murahara, T., Saitoh, M., Suzuki, S., Yamamoto, D., Ishiyama, Y., Ishiyama, N., Noshiro, M., Takeyama, R., Uwasa, K., Yasuda, I., van derKooi, A., Devisser, M., Gibson, T., Kim, B. -J., Lee, C. N., Koo, Y. S., Seok, H. Y., Kang, H. N., H. J., Ra, Kim, B. J., Cho, E. B., Choi, M. S., Lee, H. L., Min, J. -H., Seok, J., Lee, J. E., Koh, D. Y., Kwon, J. Y., Park, S. A., Choi, E. H., Hong, Y. -H., Ahn, S. -H., Koo, D. L., Lim, J. -S., Shin, C. W., Hwang, J. Y., Kim, M., Kim, S. M., Jeong, H. -N., Jung, J. W., Kim, Y. -H., Lee, H. S., Shin, H. Y., Hwang, E. B., Shin, M., Casasnovas, C., Albertiaguilo, M. A., Homedes-Pedret, C., Juliapalacios, N., Diezporras, L., Velezsantamaria, V., Lazaro, A., Dieztejedor, E., Gomez Salcedo, P., Fernandez-Fournier, M., Lopezruiz, P., Rodriguez deRivera, F. J., Sastre, M., Gamez, J., Sune, P., Salvado, M., Gili, G., Mazuela, G., Illa, I., Cortesvicente, E., Diaz-Manera, J., Querolgutierrez, L. A., Rojasgarcia, R., Vidal, N., Arribas-Ibar, E., Piehl, F., Hietala, A., Bjarbo, L., Sengun, I., Meherremova, A., Ozcelik, P., Balkan, B., Tuga, C., Ugur, M., Erdem-Ozdamar, S., Bekircan-Kurt, C. E., Acar, N. P., Yilmaz, E., Caliskan, Y., Orsel, G., Efendi, H., Aydinlik, S., Cavus, H., Kutlu, A., Becerikli, G., Semiz, C., Tun, O., Terzi, M., Dogan, B., Onar, M. K., Sen, S., Kirbascavdar, T., Veske, A., Norwood, F., Dimitriou, A., Gollogly, J., Mahdi-Rogers, M., Seddigh, A., Sokratous, G., Maier, G., Sohail, F., Jacob, S., Sadalage, G., Torane, P., Brown, C., Shah, A., Sathasivam, S., Arndt, H., Davies, D., Watling, D., Amato, A., Cochrane, T., Salajegheh, M., Roe, K., Amato, K., Toska, S., Wolfe, G., Silvestri, N., Patrick, K., Zakalik, K., Katz, J., Miller, R., Engel, M., Forshew, D., Bravver, E., Brooks, B., Plevka, S., Burdette, M., Cunningham, S., Sanjak, M., Kramer, M., Nemeth, J., Schommer, C., Tierney, S., Juel, V., Guptill, J., Hobson-Webb, L., Massey, J., Beck, K., Carnes, D., Loor, J., Anderson, A., Pascuzzi, R., Bodkin, C., Kincaid, J., Snook, R., Guingrich, S., Micheels, A., Chaudhry, V., Corse, A., Mosmiller, B., Kelley, A., Ho, D., Srinivasan, J., Vytopil, M., Jara, J., Ventura, N., Scala, S., Carter, C., Donahue, C., Herbert, C., Weiner, E., Alam, S., Mckinnon, J., Haar, L., Mckinnon, N., Alcon, K., Mckenna, K., Sattar, N., Daniels, K., Jeffery, D., Kissel, J., Freimer, M., Hoyle, J. C., Agriesti, J., Chelnick, S., Mezache, L., Pineda, C., Muharrem, F., Karam, C., Khoury, J., Marburger, T., Kaur, H., Dimitrova, D., Gilchrist, J., Agrawal, B., Elsayed, M., Kohlrus, S., Andoin, A., Darnell, T., Golden, L., Lokaitis, B., Seelback, J., Muppidi, S., Goyal, N., Sakamuri, S., Y. T., So, Paulose, S., Pol, S., Welsh, L., Bhavaraju-Sanka, R., Tobongonzales, A., Dishman, L., Jones, F., Gonzalez, A., Padilla, P., Saklad, A., Silva, M., Nations, S., Trivedi, J., Hopkins, S., Kazamel, M., Alsharabati, M., Lu, L., Nozaki, K., Mumfrey-Thomas, S., Woodall, A., Mozaffar, T., Cash, T., Roy, G., Mathew, V., Maqsood, F., Minton, B., Jones, H. J., Rosenfeld, J., Garcia, R., Echevarria, L., Garcia, S., Pulley, M., Aranke, S., Berger, A. R., Shah, J., Shabbir, Y., Smith, L., Varghese, M., Gutmann, L., Jerath, N., Nance, C., Swenson, A., Olalde, H., Kressin, N., Sieren, J., Barohn, R., Dimachkie, M., Glenn, M., Mcvey, A., Pasnoor, M., Statland, J., Wang, J., Liu, T., Emmons, K., Jenci, N., Locheke, J., Fondaw, A., Johns, K., Rico, G., Walsh, M., Herbelin, L., Hafer-Macko, C., Kwan, J., Zilliox, L., Callison, K., Young, V., Disanzo, B., Naunton, K., Benatar, M., Bilsker, M., Sharma, K., Cooley, A., Reyes, E., Michon, S. -C., Sheldon, D., Steele, J., Chopra, M., Traub, R., Vu, T., Katzin, L., Mcclain, T., Harvey, B., Hart, A., Huynh, K., Beydoun, S., Chilingaryan, A., Doan, V., Droker, B., Gong, H., Karimi, S., Lin, F., Pokala, K., Tran, A., Akhter, S., Malekniazi, A., Tandan, R., Hehir, M., Waheed, W., Lucy, S., Weiss, M., Distad, J., Strom, S., Downing, S., Kim, B., Bertorini, T., Arnold, T., Hendersen, K., Pillai, R., Liu, Y., Wheeler, L., Hewlett, J., Vanderhook, M., Nowak, R., Dicapua, D., Keung, B., Kumar, A., Patwa, H., Robeson, K., Yang, I., Nye, J., and Vu, H.

Subjects
myasthenia gravis, eculizumab
Published
2019

39. Detecting adversarial inputs by looking in the black box

Author

Carrara F., Falchi F., Amato G., Becarelli R., and Caldelli R.

Subjects
Adversarial image detection, Image classification, Deep neural networks, ComputerApplications_COMPUTERSINOTHERSYSTEMS, Adversarial example, Representation learning
Abstract

The astonishing and cryptic effectiveness of Deep Neural Networks comes with the critical vulnerability to adversarial inputs - samples maliciously crafted to confuse and hinder machine learning models. Insights into the internal representations learned by deep models can help to explain their decisions and estimate their confidence, which can enable us to trace, characterise, and filter out adversarial attacks.

Published
2019

40. Parking lot monitoring with smart cameras

Author

Amato G., Bolettieri P., Carrara F., Ciampi L., Gennaro C., Leone G. R., Moroni D., Pieri G., and Vairo C.

Subjects
IOT, Deep Learning, Car occupacy detection
Abstract

In this article, we present a scenario for monitoring the occupancy of parking spaces in the historical city of Lucca (Italy) based on the use of intelligent cameras and the most modern technologies of artificial intelligence. The system is designed to use different smart-camera prototypes: where the connection to the power grid is available, we propose a powerful embedded hardware solution that exploits a Deep Neural Network. Otherwise, a fully autonomous energy-harvesting node based on a low-energy custom board employing lightweight image analysis algorithms is considered.

Published
2019

41. Fourth meeting of the European Neurological Society 25–29 June 1994 Barcelona, Spain: Abstracts of Symposia and free communications

Author

Harms, L., Bock, A., JÄnisch, W., Valdueza, J., Weber, J., Link, I., De Keyser, J., Goossens, A., Wilczak, N., Vedeler, C., Bjorge, L., Uvestad, E., Conti, G., Williams, K., Ginsberg, L., Rafique, S., Rapoport, S. I., Gershfeld, N. L., De La Meilleure, G., Crevits, L., Faiss, J. H., Heye, N., Blanke, J., Sackmann, A., Kastrup, O., Doornbos, R., van der Worp, H. B., Kappelle, L. J., Bar, P. R., Davie, C. A., Barker, G. J., Brenton, D., Miller, D. H., Thompson, A. J., Block, F., Schwarz, M., Delodovici, L., Baruzzi, F., Bonaldi, G., Dario, A., Marra, A., Mercuri, A., Dworzak, F., Cavallari, P., Confalonieri, P., Zuffi, M., Antozzi, C., Cornelio, F., Baldissera, F., Chassande, B., Ameri, A., Eymard, B., Poisson, M., Vérier, A., Brunet, P., Congia, S., Murgia, P. L., Cannas, A., Borghero, G., Uselli, S., Mellino, G., Ferrai, R., Lampis, R., Massa, R., Muzzetto, B., Giannini, F., Rossi, S., Cioni, R., d'Aniello, C., Guarneri, A., Battistini, N., Ceriani, F., Del Santo, A., Poloni, M., Campo, J. F., Iglesias, F., Guitera, M. V., Farinas, C., Pascual, J., Leno, C., Berciano, J., Thorpe, I. W., Kendall, B. E., McDonald, W. I., Moulignier, A., Dromer, F., Baudrimont, M., Dupont, B., Gozlan, J., El Amrani, M., Petit, J. C., Roullet, E., Sterzi, R., Causaran, R., Protti, A., Riva, M., Erminio, F., Arena, O., Villa, F., Maccagnano, E., Miletta, M., Spinelli, F., Ben-Hur, T., Weidenfeldl, J., Rao, N. S., Chari, C. C., Laforet, P., Matheron, S., Adams, D., Chemouilli, Ph., Desi, M., Said, G., Davous, P., Lionnet, F., Pulik, M., Genet, P., Rozenberg, F., Cartier, L. M., Castillo, J. L., Cea, J. G., Villagra, R., de Saint Martin, L., Mahieux, F., Manifacier, M. J., Mattos, K., Queiros, C., Publio, L., Vinhas, V., PeÇanha-Martins, A. C., Melo, A., Liska, U., Zifko, U., Budka, H., Drlicek, M., Grisold, W., Kaufmann, R., Kaiser, R., Czygan, M., Gomes, I., Jones, N., Cunha, S., EmbiruÇu, E. Katiane, Vieira, V., Araujo, I., Alexandra, M., Ferreira, A., Goes, J., Chemouilli, P., Israel-Biet, Masson, H., Lacroix, C., Gasnault, J., Hildebrandt-Müller, B., Oschmann, P., Krack, P., Willems, W. R., Dorndorf, W., Freitas, V., Bittencourt, A., Fernandes, D., Nascimento, M. H., Severo, M., Moraes, D., Muller, M., Hasert, K., Merkelbach, S., Schimrigk, K., van Oosten, B. W., Lai, M., Polman, C. H., Bertelsmann, F. W., Hodgkinson, S., Cabre, P. H., Volpe, L., Smadja, D., Vernant, J. P., Villaroya, H., Violleau, K., Younes-Chennoufi, A. Ben, Baumann, N., Villanueva-Hemandez, P., Ballabriga, J., Basart, E., Arbizu, T. X., Perez-Serra, J., Vinuels, F., Giron, J. M., Castilla, J. M., Redondo, L., Izquierdo, G., Lauer, K., Henneberg, A., Bittmann, N., Link, D., Wollinsky, K. H., Mobner, R., Fassbender, K., Kuhnen, J., Schwartz, A., Hennerici, M., Miller, A., Lider, O., Abramsky, O., Weiner, H. L., Offner, H., Vanderbark, A. A., Paoino, E., Fainardi, E., Addonizio, M. C., Ruppi, P., Tola, M. R., Granieri, E., Carreras, M., Sazdovitch, V., Joutel, A., Verdier-taillefer, M. H., Heinzlef, O., Radder, C., Tournier-Lasserve, E., Brenner, R. E., Munro, P. M. G., Williams, S. C. R., Bell, J. D., Hawkins, C. P., Filippi, M., Campi, A., Dousset, V., Canal, N., Comi, G., Zhu, J., Weber, F., Retska, R., List, J., Zhang, L., Brock, M., Taphoorn, M. J. B., Heimans, J. J., van der Veen, E. A., Karim, A. B. M. F., Sarazin, M., Argentino, N., Delattre, J. Y., Derkinderen, P., Buchwald, B., Schroter, G., Serve, G., Franke, C. H., Conrad, B., Kitchen, N. D., Thomas, D. G. T., Forman, A. D., Ang, Kie- Kian, Price, R., Stephens, C., Salmaggi, A., Nermni, R., Silvani, A., Forno, M. G., Luksch, R., Boiardi, A., Grzelec, H., Fryze, C., Nowacki, P., Zdziarska, B., Sanson, M., Merel, P., Richard, S., Rouleau, G., Thomas, G., Olsen, N. K., Pfeiffer, P., Egund, N., Bentzen, S. M., Johannesen, L., Mondrup, K., Rose, C., Zyluk, B., Wondrusch, E., Berger, O., Fast, N., Jellinger, K., Lindner, K., Urman, A., Thibault, J. L., Duyckaerts, Ch., Strik, H., Muller, B., Richter, E., Krauseneck, P., Steinbrecher, A., Schabet, M., Hess, C., Bamberg, M., Dichgans, J., Counsell, C. E., McLeod, M., Grant, R., Creel, G. B., Claus, D., Sieber, E., Engelhardt, A., Rechlin, T., Thierauf, P., Neubauer, U., Peresson, M., Di Giovacchino, G., Romani, G. L., Di Silverio, F., Danek, A., Kuffner, M., Hoermann, R., Schopohl, J., Laska, M., Heye, B., Zangaladze, A. T., Valls-SoIè, J., Cammarota, A., Alvarez, R., Tolosa, E., Hallett, M., Ulbricht, D., Ganslandt, O., Kober, H., Vieth, J., Grummich, P., Pongratz, H., Brigel, C., Fahlbusch, R., Serra, F. P., Palma, V., Nolfe, G., Buscaino, G. A., Rothstein, T. L., Gibson J. M., Morrison P. M., Collins A. D., Eiselt, M., Wagnur, H., Zwiener, U., Schindler, T., Efendi, H., Ertekin, C., Erfas, M., Larsson, L. E., Sirin, H., AraÇ, N., Toygar, A., Demir, Y., Seddigh, S., Vogt, T. H., Hundemer, H., Visbeck, A., Pastena, L., Faralli, F., Mainardi, G., Gagliardi, R., Linden, D., Berlit, P., Lopez, O. L., Becker, J. T., Jungreis, C., Brenner, R., Rezek, D., Dekesky, S. T., Estol, C., Boller, F., Fernandez, J. M., Mederer, S., Batlle, J., Turon, A., Codina, A., Hitzenberger, P., Vila, N., Valls-SolÇ, J., Chamorro, A., Pouget, J., Schmied, A., Morin, D., Azulay, J. Ph., Vedel, J. P., Montalt, J., Escudero, J., Barona, R., Campos, A., Varli, K., Ertem, E., Uludag, B., Yagiz, A., Privorkin, Z., Steinvil, Y., Kott, E., Combarros, O., Sanchez-Pernaute, R., Orizaola, P., Mokrusch, Th., Kutluaye, E., Selcuki, D., Ertikin, C., Zettl, U., Gold, R., Harvey, G. K., Hartung, H. P., Toyka, K. V., Wokke, J. H. J., Oey, P. L., Ippel, P. F., Jansen, G. H., Franssen, H., Toyooka, K., Fujimura, H., Ueno, S., Yoshikawa, H., Yorifuji, S., Yanagihara, T., Talamon, C., Tzourio, C., Kiefer, R., Jung, S., Toyka, K., Ruolt, I., Tranchant, C., Mohr, M., Warter, J. M., Younger, D. S., Rosoklija, G., Hays, A. P., Kurita, R., Hasegawa, O., Matsumto, M., Komiyama, A., Nara, Y., Oueslati, S., Belal, S., Turki, I., Ben Hamida, C., Hentati, F., Ben Hamida, M., Kwiecinski, H., Krolicki, L., Domzal-Stryga, A., Dellemijn, P. L. I., van Deventer, P., van Moll, B., Drogendijk, T., Vecht, Ch. J., Nemni S., Amadio, Fazio, R., Galardin, G., Delodovici, M. L., Peghi, E., Monticelli, M. L., Sessa, A., Viguera, M. L., Palomar, M., Gamez, J., Cervera, C., Navarro, C., Serena, J., Duran, I., Fernandez, A. L., Comabella, M., Nos, C., Rio, J., Montalban, J., Navarro, X., Verdu, E., Darbra, S., Buti, M., Mrabet, A., Fredj, M., Gouider, R., Tounsi, H., Khalfallah, N., Haddad, A., Dbaiss, T., Ghnassia, R., Rouillet, E., Chedru, F., Porsche, H., Strenge, H., Li, S. W., Young, Y. P., Garcia, A. A., Baron, P., Scarpini, E., Bianchi, R., Conti, A., Livraghi, S., Rees, J. H., Gregson, N. A., Hughes, R. A. C., Sedano, M. J., Calleja, J., Canga, E., Bahou, Y., Biary, N., Al Deeb, S. M., Guern, E. L. E., Gugenheim, M., Tardieu, S., Aisonobe, T. M., Agid, Y., Bouche, P., Brice, A., Rautenstrauss, B., Nelis, E., Grehl, H., Van Broeckhoven, C., Pfeiffer, R. A., Liehr, T., Ganzmann, E., Gehring, C., Neundörfer, B., Geremia, L., Doronzo, R., Sacilotto, G., Sergi, P., Pastorino, G. C., Scarlato, G., Planté-Bordeneuve, V., Mantel, A., Baas, F., Moser, H., Antonini, A., Psylla, M., Günther, I., Vontobell, P., Beer, H. F., Leenders, K. L., Chaudhuri, K. Ray, Parker, J., Pye, I. F., Millac, P. A. H., Abbott, R. J., Sutter, M., Albani, C., de Rijk, M. C., Breteler, M. M. B., Graveland, G. A., van der Mechè, F. G. A., Hofman, A., Keipes, M., Hilger, Ch., Diederich, N., Metz, H., Hentges, F., Pollak, P., Benabid, A. L., Limousin, P., Hoffmann, D., Benazzouz, A., Perret, J., Laihinen, A., Rinne, J. O., Ruottinen, H., Nagren, K., Lehikoinen, P., Oikonen, V., Ruotsalainen, U., Rinne, U. K., Cocozza, S., Pizzuti, A., Cavalcanti, F., Monticelli, A., Pianese, L., Redolfi, E., Paiau, F., Di Donato, S., Pandolfo, M., Palau, F., Monros, E., De Michele, G., Smeyers, P., Lopez-ArLandis, J., Uilchez, J., Filla, A., Genis, D., Matilla, T., Volpini, V., Blanchs, M. I., Davalos, A., Molins, A., Rosell, J., Estivill, X., De Jonghe, P., Smeyers, G., Krols, L., Mercelis, R., Hazan, J., Weissenbach, J., Martin, J. J., Warner, T. A. T., Williams, L., Orb, A. S., Harding, A. E., Giunti, P., Sweeney, M. G., Spadaro, M., Jodice, C., Novelletto, A., Malaspina, P., Frontali, M., Salmon, E., Gregoire, Del Fiore, Comar, Franck, G., Scheltens, P. H., Siegfried, K., Dartigues, E., De Deyn, P., Horn, R., Nelson, I., Hanna, M. G., Morgan-Hughes, J. A., Collinge, J., Palmer, M. S., Campbell, T., Mahal, S., Sidle, K., Humphreys, C., Tavitian, B., Pappata, S., Jobert, A., Crouzel, A. M., DiGiamberardino, L., Steimetz, G., Barbanti, P., Fabbrini, G., Salvatore, M., Buzzi, M. G., Di Piero, V., Petraroli, R., Sbriccoli, A., Pocchiari, M., Macchi, G., Lenzi, G. L., Spiegel, R., Maguire, P., Schmid, W., Ott, A., Bots, M. L., Grobbe, D. E., Hofman, A., Howard, R. S., Russell, S., Losseff, N., Hirsch, N. P., Couderc, R., Bailleul, S., Nargeot, M. C., Touchon, J., Picot, M. C., Rizzo, M., Watson, G., McGehee, D., Dingus, T., Kappos, L., Radü, E. W., Haas, J., Hartard, C. H., Spuler, S., Yousry, T., Voltz, R., Scheller, A., Holler, E., Hohlfeld, R., Scolding, N. J., Sussman, J., Kolar, O. J., Farlow, M. R., Rice, P. H., Zipp, F., Sotgiu, S., Weiss, E. H., Wekerle, H., Chalmers, R., Robertson, N., Compston, D. A. S., Martino, G., Clementi, E., Brambilla, E., Moiola, L., Martinelli, V., Colombo, B., Poggi, A., Rovaris, M., Grimaldi, L. M. E., Roth, M. P., Descoins, P., Ballivet, S., Ruidavets, J. B., Waubant, E., Nogueira, L., Cambon-Thomsen, A., Clanet, M., Leppert, D., Hauser, S., Lugaresi, A., Tartaro, A., D'aurelio, P., Befalo, L. L. O., Thomas, A., Malatesta, G., Gambi, D., Benedikz, J. E. G., Magnusson, H., Poser, C. M., Guomundsson, G., Bates, T. E., Davies, S. E. C., Clark, J. B., Landon, D. N., ùther, J. R., Rautenberg, W., Overgaard, K., Sereghy, T., Pedersen, H., Boysen, G., Diez-Tejedor, E., Carceller, F., Gutierrez, M., Lopez-Pajares, R., Roda, J. M., Chandra, B., Ricart, W., Gonzalez-Huix, F., Molina, A., Rundek, T., Demarin, V., De Reuck, J., Boon, P., Decoq, D., Strijckmans, K., Goethals, P., Lemahieu, I., Nibbio, A., Chabriat, H., Vahedi, K., Nagy, T., Verin, M., Mas, J. L., Julien, J., Ducrocq, X., Iba-Zizen, M. T., Cabanis, E. A., Bousser, M. G., Rolland, Y., Landgraf, F., Bompais, B., Lemaitre, M. H., Edan, G., Vorstrup, S., Knudsen, L., Olsen, K. Skovgaard, Videbaek, C., Schroeder, T., van Gijn, J., Jansen, H. M. L., Pruim, J., Paans, A. M. J., Willemsen, A. T. M., Hew, J. M., vd Vliet, A. M., Haaxma, R., Vaalburg, W., Minderhoud, J. M., Korf, J., Soudain, S. E., Ho, T. W., Mishu, B., Li, C. Y., Nachainkin, I., Gao, C. Y., Cornblath, D. R., Griffin, J. W., Asbury, A. K., Blaser, M. J., McKhann, G. M., Ho, T., Macko, C., Xue, P., Stadlan, E. M., Ramos-Alvarez, M., Valenciano, L., Visser, L. H., van der Meché, F. G. A., van Darn, P. A., Meulstee, J., Schmitz, P. I. M., Jacobs, B., Oomes, P. G., Kleyweg, R. P., Jacobs, B. C., Endtz, H. P., van Doorn, P. A., van der Mech, F. G. A., Van den Berg, L. H., Mollee, I., Logtenberg, T., Thomas, P. K., Plant, G., Baxter, P. J., Luis, R. Santiago, Matsumoto, M., Notermans, N. C., Wokke, J. H. J., Lokhorst, H. M., van der Graaf, Y., Jennekens, F. G. I., Azulay, J. P., Bille-Turg, F., Valentin, P., Farnarier, G. G., Pellissier, J. F., Serratrice, G., Quasthoff, S., Schneider, U., Grafe, P., Hilkens, P. H. E., Moll, J. W. B., van der Burg, M. E. L., Planting, A. S. T., van Putten, W. L. J., van den Bent, M. J., Birklein, F., Spitzer, A., Lang, E., Neundorfer, B., Diehl, R. R., Lücke, D., Smith, G. D. P., Mathias, C. J., Serra, J., Campera, M., Ochoa, J. L., Ray Chaudhuri, K., Pavitt, D., Alam, M., Handwerker, H. O., Bleasdale-Barr, K., Smith, G., Murray, N. M. F., Hawkins, P., Pepys, M., Gellera, C., DiDonato, S., Taroni, F., Uncini, A., Di Muzio, A., Servidei, S., Silvestri, G., Lodi, R., Iotti, S., Barbiroli, B., Morrissey, S. P., Borruat, F. X., Francis, D., Mosely, I., Hansen, H. C., Helmke, K., Kunze, K., Sadzot, B., Maquet, P., Lemaire, Plenevaux, Damhaut, Sommer, C., Myers, R. R., Berta, E., Mantegazza, R., Argov, Z., Shapira, Y., Wirguin, I., Beuuer, J., Franke, C., Roberts, M., Willison, H., Vincent, A., Newsom-Davis, J., Morrison, K. E., Damels, R., Francis, M., Campbell, L., Davies, K. E., Kohler, W., Bucka, C., Hertel, G., Kanovsky, P., Auer, D., Ackermann, H., Klose, U., Naegele, Th., Bien, S., Voigt, K., Fink, G. R., Stephan, K. M., Wise, R. J. S., Mullatti, N., Hewer, L., Frackowiak, R. S. J., Weiller, C. S., Rijnites, M., Jueptner, M., Bauermann, T., Krams, M., Diener, H. C., van Walderveen, M. A. A., Barkhof, F., Hommes, O. R., Valk, J., Willmer, J. P., Guzman, D. A., Passingham, R. E., Silbersweig, D., Ceballos-Baumann, A., Frith, C. D., Frackowiak, R., Lucas, C. H., Goullard, L., Marchau, M. J., Godefroy, O., Rondepierre, P. H., Chamas, E., Mounier-Vehier, F., Leys, D., Renato, J., Verdugo, M. S. C., Campero, M., Jose, L., Ochoa, D. S. C., Vivancos, F., Tejedor, E. Diez, Martinez, N., Roda, J., Frank, A., Barreiro, P., Satoh, Y., Nagata, K., Maeda, T., Hirata, Y., YalÇinerner, B., Ozkara, C., Ozer, F., Ozer, S., Hanoglu, L., Zunker, P., Pozo, J. L., Oberwittler, C., Schick, A., Buschmann, H. -Ch., Ringelstein, E. Bernd, Lara, M., Anzola, G. P., Magoni, M., Volta, G. Dalla, Tarasov, A., Feigin, V., Beaudry, M. G., Carrier, S., Chicoutimi, Henriques, I. L., Bogoussslavsky, J., van Melle, G., Mathieu, J., Perusse, L., Allard, P., Prevost, C., Cantin, L., Bouchard, J. M., De Braekeleer, M., Agbo, C., Neau, J. P., Tantot, A. M., Dary-Auriol, M., Ingrand, P., Gil, R., Baltadjiev, D., Zekin, D., Sabey, K., Gennaula, C. P., Pope, B. A., Caparros-Lefebvre, D., Girard-Buttaz, I., Pruvo, J. P., Petit, H., Hipola, D., Martin, M., Giménez-Roldan, S., Ivanez, V., Japaridze, G., Carrasco, J. L., Picomell, I., Herranz, J. L., Macias, J. A., Nieto, M., Noya, M., Oller, L., Kiteva-Trencevska, G., Delgado, M. R., Liu, H., Luengo, A., Parra, J., Colas, J., Fernandez, M. J., Manzanares, R., Kornhuber, M. E., Malashkhia, V., Orkodashili, G., Martinez, M., Bonaventura, I., Porta, G., Martinez, I., Fernandez, A., Aguilar, M., Masnou, P., Drouet, A., Dreyfus, M., Cartron, J., Morel-Kopp, M. C., Tchernia, G., Kaplan, C., Lammers, M. W., Hekster, Y. A., Keyser, A., Meinardi, H., Renier, W. O., Boon, P. A. J. M., Have, M. D., Kint, B., Cruz, P., Cadilha, A., Almeida, R., Goncalves, M., Pimenta, M., Ramos, L. M. P., Polder, T. W., Broere, C. A., Polman, L., Rother, I., Rother, M., Schlaug, G., Arnold, S., Holthausen, H., Wunderlich, G., Ebner, A., Luders, H., Witte, O. W., Seitz, R. J., Serra, L. L., Gallicchio, B., Rotondi, F., Wieshmann, U., Meierkord, H., Sabev, K., Di Carlo, V., Gueguen, B., Derouesné, Ch., Ancri, D., Bourdel, M. C., Guillou, S., Aliaga, R., Chornet, M. A., Rodrigo, A., Pascual, A. Pascual -Leone, Catala, M. D., Pascual-Leone, A., Benbadis, S. R., Dinner, D. S., Chelune, G. J., Lüders, H. O., Piedmonte, M. R., Blanco, T., Lopez, M. P., Romero, B., Deltoro, A., Pascual, A., Pascual, Leone, Bolgert, F., Josse, M. O., Tassan, P., Touze, E., Laplane, D., Godenberg, F., Brizioli, E., Del Gobbo, M., Pelliccioni, G., Scarpino, O., Durak, H., Damlacik, G., Tunca, Z., Fidaner, H., Yurekli, Y., Yemez, B., Kaygisiz, A., Anllo, E. A., Esperet, E., Giovagnoli, A. R., Casazza, M., Spreafico, R., Avanzini, G., Mascheroni, S., Vecchio, I., Tornali, C., Antonuzzo, A., Grasso, A. A., Bella, R., Pennisi, G., Raffaele, R., Broeckx, J., Schildermans, F., Hospers, W., Deberdt, W., Carney, J. M., Aksenova, M., Chen, M. S., Juncadella, M., Busquets, N., De la Fuente, I., Rodriguez, A., Rubio, F., Soler, R., Khati, C., Pillon, B., Deweer, B., Malapani, C., Malichard, N., Dubois, B., Rancurel, G., Lopez, D. L., Jungreia, G., DeKosky, S. T., Boiler, F., Weiller, C., Rijntjes, M., Mueller, S. P., Maguire, E. A., Burke, E. T., Staunton, H., Phillips, J., Rousseaux, M., Pena, J., Bertran, I., Santacruz, P., Lopez, R., Catafau, A., Lomena, F., Blesa, R., Rampello, L., Nicoletti, A., Cabaret, M., Lesoin, F., Steinling, M., Tournev, I., Maier-Hauff, K., Schroeder, M., Wolf, A., Cochin, J. P., Noel, I., Augustin, P., Auzou, P., Hannequin, D., Maria, V., Lopez-Bresnahan, Danielle, D. M., Antin-Ozerkis B. A., Bartels, E., Rodiek, S. O., Flugel, K. A., Campos, D. M., Salas-Puig, J., Del Rio, J. Sanhez, Vidal, J. A., Lahoz, C. H., Eraksoy, M., Barlas, O., Barlas, M., Bayindir, C., Ozcan, H., Birbamer, G., Gerstenbrand, F., Felber, S., Luz, G., Aichner, F., Seidel, G., Kaps, M., Hutzelmann, A., Gerriets, T., Kruggel, F., Martin, P. J., Gaunt, M. E., Abbot, R. J., Naylor, A. R., Meary, E., Dilouya, A., Meder, J. F., De Recondo, J., Lebtahi, R., Neff, K. W., Meairs, S., Viola, S., Matta, E., Aquilone, L., Rise, I. R., Authier, F. J., Kondo, H., Ghnassia, R. T., Degos, J. D., Gherardi, R. K., Bardoni A., Ciafaloni E., Comi G. P., Bresolin N., Robotti M., Moggio M., Rigoletto C., Roses A., Scarlato G., Castelli, E., Turconi, A., Bresolin, N., Perani, D., Felisari, G., Chariot, P., de Pinieux, G., Astier, A., Jacotot, B., Gherardi, R., Fischer-Gagnepain, V., Louboutin, J. P., Crespo, F., Florea-Strat, A., Fromont, G., Sabourin, J. -C., Gonano, E. -F., Moroni, I., Prelle, A., Iannaccone, S., Quattrini, A., deRino, F., Sessa, M., Golzi, V., Smirne, S., Nemni, R., Turpin, J. C., Lucotte, G., Jacobs, S. C. J. M., Willems, P. W. A., Bootsma, A. L., Lasa, A., Calaf, M., Baiget, M., Gallano, B., Fichter-Gagnepain, V., Mazzucchelli, F., D'Angelo, M. G., Velicogna, M., Bet, L., Comi, G. P., Bordoni, A., Gonano, E. F., Bazzi, P., Rapuzzi, S., Moggio, M., Fagiolari, G., Ciscato, P., Messina, A., Battistel, A., Ryniewicz, B., Sangla, I., Desnuelle, C., Paquis, V., Cozzone, P. J., Bendahan, D., Sturenburg, H. J., Kohncke, G., Castellli, E., Linssen, W., Stegeman, D., Binkhorst, R., Notermans, S., Jaspert, A., Fahsold, R., de Munain, A. Lopez, Cobo, A., Martorell, L., Poza, J. J., Navarrete Palau, D., Emparanza, J. I., Sanchez-Roy, R., Vilchez, J. J., Hernandez, M., Tena, J. Garcia, Perla, C., Koutroumanidis, M., Papathanasopoulos, P., Papadimitriou, A., Papapetropoulos, T. H., Divari, R., Hadjigeorgiou, G. M., Anastasopoulos, I., Sansone, V., Rotondo, G., Meola, G., Rigoletto, C., Messina, S., Szwabowska-Orzeszko, E., Jozwiak, S., Michalowicz, R., Szaplyko, W., Petrella, M. A., Della Marca, G., Masullo, G., Mennuni, G. F., Kompf, D., Wascher, E., Verleger, R., Kaido, M., Soga, F., Toyooka, H., Bayon, C., Rubio, J., Carlomagno, S., Parlato, V., Santoro, A., Lavarone, A., Bonavita, V., Pentore, R., Venneri, A., Pasquier, F., Lebert, F., Grymonprez, L., Lefebvre, C., Van der Linden, M., Derouesné, C., Renault, B., Lacomblez, L., Homeyer, P., Ouss, L., Neuman, E., Malbezin, M., Barrandon, S., Guez, D., Stevens, M., van Swieten, J. C., Franke, C. L., Sanchez, A., Castellvirel, S., Mila, M., Jimenez, D., Pallesta, F., Ruiz, P. J. Garcia, Barrio, A., Barroso, T., Benitez, J., de Yebenes, J. Garcia, Manubens, J. M., Martinez-Lage, J. M., Larumbe, R., Muruzabal, J., Lacruz, F., Quesada, Pedro, Gallego, J., Ferini-Strambi, L., Marcone, A., Garancini, P., Tedesi, B., Jacob, B., Rozewicz, L., Langdon, D., Davie, C., Ron, M., Thompson, A., Koepp, M. J., Hansen, M. L., Guldin, B., Pressler, R. M., Ried, S., Scholz, C., Monaco, F., Gianelli, M., Schiavalla, M. P., Naldi, P., Cantello, R., Torta, R., Verze, L., Mutani, R., Knott, H., Ferbert, A., Schulze-Bonhage, A., Aust, W., Di Mascio, R., Marchioli, R., Vitullo, F., Di Pasquale, A., Sciulli, L., Kramer, V., Tognoni, G., Santacruz, P., Lopez, R., Marti, M. J., Charques, I., Catafau, A., Lomeila, F., Peila, J., Bertran, I., Blesa, R., Krendel, D. A., Costiga, D. A., Koeppen, S., Korn, W. M., Brugge, S., Schmitz, D., Scheulen, M. E., King, R. H. M., Robertson, A. M., Thomas, P. K., Kerkhofs, A., Vermersch, P., Dereeper, O., Daems Monpeun, C., Parent, M., Deplanque, D., Petit, H., Campero, M., Serra, J., Ochoa, J. L., Martinez-Matos, J. A., Montero, J., Olivé, M., Rene, R., Vidaller, A., Gugenheim, M., Gouider, R., Le Guern, E., Brice, A., Agid, Y., Bouche, P., Grisold, W., Ziflo, U., Drlicek, M., Budka, H., Jellinger, K., Zielinski, C. H., Ginsberg, L., King, R. H. M., Workman, J., Platts, A. D., Thomas, P. K., Gherardi, R. K., Florea-Strat, A., Poron, F., Sabourin, J. -C., Fazio, R., Nemni, R., Franceschi, M., Lorenzetti, I., Rinaldi, L., Canal, N., Weilbach, F. X., Sennlaub, A., Jung, S., Gold, R., Toyka, K. V., Hartung, H. P., Giegerich, G., Ellie, E., Vital, A., Steck, A. J., Vital, C., Julien, J., Doneda, P., Pizzul, S., Scarpini, E., Chiodi, P., Ramacci, M. T., Livraghi, S., Maimone, D., Annunziata, P., Salvadori, C., Guazzi, G. C., Arne-Bes, M. C., Delisle, M. B., Fabre, N., Hurtevent, J. F., Bes, A., Baudoin-Martin, D., Laborde, E., Viallet, F., Creisson, C., Crespi, V., Bogliun, G., Marzorati, L., Zincone, A., D'Angelo, L., Liberani, A., Merlini, M., Rivolta, R., Creange, A., Sabourin, J. -C., Theodorou, I., Gherardi, R. K., Conti, A. M., Malosio, M. L., Baron, P. L., Scarlato, G., Chorao, R., Rosas, M. J., Leite, I., Callea, L., Donati, E., Bargnani, C., Bud, M., Verdu, E., Navarro, X., Braun, S., Einius, S., Poindron, P., Warier, J. M., Bradley, J., Bekkelund, S. I., Torbergsen, T., Mellgren, S. I., Carlomagno, S., Parlato, V., Santoro, A., Lavarone, A., Boller, F., Bonavita, V., Engelhardt, A., Lörler, H., Robeck, S., Kluglein, C., Comi, G., Avoledo, V., Locatelli, T., Leocani, L., Galardi, G., Magnani, G., Medaglini, S., Chkhikvishvili, T. S., Zangaladze, A., Bratoeva, M., Kovachev, P., Chavdarov, D., Artemis, N., Karacostas, D., Milonas, I., Arpa, J., Lopez-Pajares, R., Cruz-Matinez, A., Sarria, J., Palomo, F., Alonso, M., Rodriguez-Al-barino, A., Lacasa, T., Nos, J., Barreiro, P., Martinez, A. Cruz, Villoslada, C., Alons, M., Taghavy, A., Hamer, H., Kratzer, A., Dethy, S., Pauwels, T., Monclus, M., Luxen, A., Goldman, S., Ziegler, M., Crambes, O., Ragueneau, I., Arnaud, F., Zappia, M., Montesanti, R., Colao, R., Palmieri, A., Branca, D., Nicoletti, G., Rizzo, M., Parlato, G., Quattrone, A., Vanacore, N., Zuchegna, P., Bonifati, V., Meco, G., Scholz, J., Friedrich, H. -J., Rohl, A., Ulm, G., Vieregge, P., Savettieri, G., Rocca, W. A., Meneghini, F., Grigoletto, F., Morgante, L., Reggio, A., Salemi, G., Di Pierri, R., OzckmekÇi, S., Ertan, S., Yeni, N., Apaydin, H., Erkol, G., Kiziltan, G., Denktas, F., Ranoux, D., de Recondo, J., Ostergaard, L., Werdelin, L., Odin, P., Lindvall, O., Dupont, E., Christensen, P. B., Boisen, E., Jensen, N. B., Schmiegelow, M., Ingwersen, S. H., Matias-Guiu, J., Canet, T., Falip, R., Martin, R., Galiano, L., Voloshin, M. Y., Burchinskaya, L. F., Cabrera-Valdivia, F., Jimenez-Jimenez, F. J., Molina, J. A., Fernandez-Calle, P., Vazquez, A., Canizares-Liebana, F., Larumbe-Lobalde, S., Ayuso-Peralta, L., Rabasa, M., Codoceo, R., Arrieta, F. J., Aguilar, M. V., Jorge-Santamaria, A., Martinez-Para, M. C., Alarcon, J., Mateo, D., Gimenez-Roldan, S., Gencheva, E., Tzonev, T. z., Georgiev, G., Petkova, P., Gasparini, M., Vanacore, N., Meco, N. G., de la Sierra, G., Aguado, F., Revilla, M., Varela, L., Rico, H., Feve, A., N'Guyen, J. P., Bathien, N., Fenelon, G., Veroust, J., Cesaro, P., Egersbach, G., Hattig, H., Schelosky, L., Wissel, J., Poewe, W., Durif, F., Albuisson, E., Debilly, B., Tournilhac, M., Magnani, C., Mocellini, C., Soffietti, R., Schiffer, D., Cardozo, A., Cruz-Sanchez, F. F., Falip, L., Potagas, G., Ziegler, M., Rondot, P., Bonifati, V., Fabrizio, E., Meco, G., Bostantjopoulou, S., Katsarou, Z., Kyriazis, G., Baas, H., Demisch, L., Esser, A., Zoeller, F., Burklin, F., Harder, S., Fischer, P. A., Arcusa, M. J., Hermandez, S., Claramonte, F. J., Pascual, A. Pascual- Leone, Alonso, M. D., Catata, M. D., Alessandri, A., Giustini, P., Dufour, A., Ciusani, E., Nespolo, A., Roelcke U., Radu E. W., von Ammon K., Maguire R. P., Leenders K. L., Radionova, M., Chavdarov, D., Bratoeva, M., Tzekov, Ch., Pietrangeli, A., Bove, L., Pace, A., Falqui, L., Jandolo, B., Potemkowski, A., Muller B., Reinhard I., Krone A., Warmuth M., Brocker E. 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Oliveras, Alameda, F., Alfonso, S., Podobnik-Sarkanji, S., Pniewski, J., Torbicki, A., Mieszkowski, J., Plaza, I., Petrunjashev, V., Velcheva, I., Hadjiev, D., Yancheva, S., Petrov, L., Karakaneva, S., Petkov, A., Nikolov, E., Niehaus, L., Sacchetti, M. L., Toni, D., Fiorelli, M., Gori, C., Argentino, C., Lyrer, Ph., Radu, E. W., Gratzl, O., Rondepierre, Ph., Leclerc, X., Marchau, Jr, M., Scheltens, Ph., Hamon, M., Janssens, E., Henon, H., Lucas, C., KuÇukoglu, H., Baybas, S., Dervis, A., YalÇiner, B., Yilmaz, N., Ozturk, M., Arpaci, B., Navarro, J. A., Arenas, J., Perez-Sempere, A., Egido, J. A., Soriano-Soriano, C., Beau, P., Gergaud, J. -M., Coudero, C., Dierckx, R. A., Dobbeleir, A., Timmermans, E., Vandevivere, J., Lucas, C. H., Gomez, M., Aguirre, J., Berenguer, A., Duran, C., Parrilla, J., Gonzalez, F., Gironell, A., Rey, A., Marti-Vilalta, J. L., de Lecinana, M. Alonso, Federico, F., Conte, C., Simone, I. L., Giannini, P., Liguori, M., Lucivero, V., Picciola, E., Tortorella, C., Drislane, F., Wang, A. Ming, Di Mascio, R., Marchioli, R., Vitullo, F., Di Pasquale, A., Sciulli, L., Kramer, V., Tognoni, G., Levivier, M., del Olmo, A., Caballero, E., Degaey, I., de Bruijn, S. F. T. M., Tchaoussoglou, I., Bastianello, S., Pozzilli, C., Cervello, A., Catala, N., Koskas, F., Kieffer, E., Botia, E., Vivancos, J., Leon, T., Segura, T., Ramo, C., Lopez, F., Karepov, V. G., Gur, A. J., Berlanga, B., Gracia, V., Fiol, C., Kurtel, H., Ozkutlu, U., Yegen, B., Grau, A. J., Buggle, F., Heindle, S., Steichen-Wiehn, C., Banerjee, T., Maiwald, M., Becher, H., Villafana, W., Medina, F., Fernandez-Real, J. M., Soler, S., Planas, E., Iceman, E., Doganer, I., Badlan, G., Genc, B., Yulug, K., Ideman, E., Dural, H., Kutlul, K., Damalik, G., Baklan, Y., Metin, B., Tekinsoy, E., Iriarte, I., Subira, M. L., Crockar, A. D., Treacy, M., McNell, T. A., Grazzi, L., Ediboglu, N., Bilgin, H., Ertas, S., Goument, J. -P., Basset, C., Campos, Y., Garcia-Silva, T., Cabello, A., Bussaglia, E., Tizzano, E., Colomer, J., Gimbergues, P., Campagne, D., Bommelaer, C., Delaguillaume, B., Ramtami, H., Ait-Kaci-Ahmed, M., Pascual L. F., Fernandez T., Hortells M., Sanz C., Morales F., Lauritzen, L., Picard, F., Sellal, F., Collard, M., Avramidis, T., Alexiou, E., Anastopoulos, T., Frongillo, D., Delfino, F. A., Cannata, M., Calo, L., Vichi, R., Antonini, G., Fragola, V., Cannata, D., Salas, M., Ruiz, C., Angelard, B., Lacau, J., Guily, St., Sendtner, M., Goadsby, Peter J., Quin, N. P., Gadian, D. G., Roland, P. E., Seitz, Rudiger J., Frackowiak, Richard S. J., Becker, G., Krone, A., Schmidt, K., Hofmann, E., Bogdahn, U., Rosenfeld, M. R., Meneses, P., Kaplitt, M. G., Dalmau, J., Posner, J., Cordon-Cardon, C., Hoang-Xuan, K., Vega, F., Nishisho, I., Moisan, J. P., Theillet, C., Delattre, O., Zhu, Jiahong, Walther, W., Posner, J. B., Roelcke, U., von Ammon, K., Pellikka, R., Lucking, C. H., Walon, C., Boucquey, D., -Van Rijckevorsel, K. Harmant, Lannoy, N., Verellen-Dunoulin, Ch., Liszka, U., Cavaletti, G., Casati, B., Kolig, C., Bogliun, G., Marzorati, L., Johannsen, L., Chio, A., Ruda, R., Vigliani, M. C., Sciolla, R., Seliak, D., Hoang-Xuang, K., Villanueva, J. A., Montalban, X., Arboix, A., Colosimo, C., Albanese, A., Hughes, A. J., de Bruin, V., Lees, A. J., Kowalski, J. W., Banfi, S., Santoro, L., Perretti, A., Castaldo, I., Barbieri, F., Campanella, G., Bhatia, K. P., Mardsen, C. D., de Bruin, V. S., Machedo, C., Ceballos-Baumann, D., Marsden, C. D., Brooks, D. B. J., Wennlng, G. K., Quinn, N., McDonald, W. l., Warner, T. T., Bain, P. C., Davis, M. B., Conway, D., Shaunak, S., O'Sullivan, E., Crawford, T., Lawden, M., Blunt, S., Rapoport, A., Sarova-Pinchas, I., de Beyl, D. Zegers, Mavroudakis, N., Blanc, S., Godinot, C., Lenoir, G., Barkhof, M. S. F., Tas, M. W., Baron, P. L., Constantin, C., Cassatella, M. A., Langdon, D. W., Webb, S., Gasparini, P., Zeviani, A., Kidd, D., Mammi, S., Cahalon, L., Hershkoviz, R., Lahat, N., Wallach, D., Annunziata, P., Martino, T., Maimone, D., Guazzi, G. C., Porrini, A. M., Dell'Arciprete, L., Rothwell, P. M., Stewart, R. R. C., Cull, R. E., Willmes, K., Poeck, K., Russell, D., Braekken, S. K., Brucher, R., Svennevig, J., Hermesl, M., Bruckmann, H., Biraben, A., Sliwka, U., Meyer, B., Schondube, F., Noth, J., Lavenu, I., Lammers, C., Waldecker, B., Haberbosch, W., Stam, J., Schneider, R., Gautier, J. C., Berlit, T. P., Fauser, B., Kuhne, D., Geraud, G., Danielli, A., Larrue, V., Bes, A., Timmerman, E., Bono, F., Bruni, A. C., Valalentino, P., Montesi, M. P., Talerico, G., Zappia, M., Sabatelli, M., Quattrone, A., Pareyson, D., Lorenzetti, D., Sghirlanzoni, A., Castellotti, B., Lupski, J. R., Archidiacono, N., Antonacci, R., Marzella, R., Rocchi, M., Samuel, D., Goulon-Goeau, C., Costa, P. P., Bismuth, H., Said, G., De Jongh P., Lofgren A., Timmerman V., Vance J. M., Van Broeckhoven C., Martin J. -J., Martinez, A. Cruz, Bort, S., Arpa, J., Misra, P., King, R. H. M., Badhia, K., Anderson, M., Caballo, A., Vichez, J., Gabriel, J. M., Erne, B., Miescher, G. C., Ulrich, J., Vital, A., Vital, C., Steck, A., Petry, K., Labatut, I., Hilmi, S., Ellie, E., Ferrini-Strambi, L., Zucconl, M., Marchettini, P., Palazzi, S., Oehlschlager, M., Pepinsky, R. B., Gemignani, F., Marbini, A., Pavesi, G., Di Vittorio, S., Manganelli, P., Mancia, D., Vermersh, P., Roche, J., Durocher, A. M., Dewailly, Ph., Dettmers, C., Fink, G., Lemon, R., Stephan, K., Passingham, D., Weder, B., Knorr, U., Huang, Y., Butterfield, D. A., Peris, M. L., Peiro, C., Pascual, A. Pascual-Leone, Bottini, G., Folnegovic-Smalc, V., Knezevic, S., Bokonjic, R., Ersmark, B., Torres, M. Gonzalez, Guiraud-Chaumeil, B., Haugaard, K., Jovicic, A., Chr, Lang, Levic, Z., Parra, C. Martinez, Ochoa, J. Patrignani, Titlbach, O., Wikkelso, C., Caparros-Lefevre, D., Debachy, B., Verier, A., Cantinho, G., Santos, A. I., Godinho, F., Bagunya, J., Roig, T., Ensenyat, A., Santiag, O., Trabucchi, H., De Leo, D., Koch, Ch., Zeumer, H., Matkovic, Z., Morris, P., Donaghy, M., Köhler, W., Kammer, T., Röther, J., Navon, R., Fontaine, B., Wu, Y., Capdevila, A., Guardiola, M. J., van Dijk, G. W., Notermans, N. C., Kruize, A. A., Kater, L., Bertelt, C., Hesse, S., Friedrich, H., Mauritz, K. -H., Giron, L. T., Watanabe, I. S., Ewing, D., Koepp, M., Lempert, T., Sander, B., Kauerz, U., Mehdorn, H. M., Hezel, J., Eickhoff, W., Kryst, T., Timsit, S., Gardeur, D., Reis, Mitermayer Galvao dos, Secor, E., Filho, A. Andrade, Silva, M. Cardoso, Santos, S. R. Silveira, Vasilaski, G., Reis, E. A. dos, Velupillai, P., Harn, D. A., Tigera, J. Garcia, Dreke, R. Martinez, Crespo, R. Piedra, Besses, C., Acin, P., Massons, J., Florensa, L., Oliveres, M., Sans-Sabrafen, J., Wicklein, E. M., Pleiffer, G., Kunre, K., Dieterich, M., Brandt, Th., Guarino, M., Stracciari, A., Pazzaglia, P., D'Alessandro, R., Santilli, I., Donato, M., The European Velnacrine Study Group, The Dutch Guillain-Barré study group, The COP-1 Multicenter Clinical and Research Group Study, and European Study Group

Published
1994
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46. First-line antiretroviral therapy with efavirenz plus tenofovir disiproxil fumarate/emtricitabine or rilpivirine plus tenofovir disiproxil fumarate/emtricitabine: a durability comparison

Author

Taramasso, L., Biagio, Di, Maggiolo, A., Tavelli, F., Lo Caputo, A., Bonora, S., Zaccarelli, S., Caramello, M., Costantini, P., Viscoli, A., D'Arminio, Monforte, Cozzi-Lepri, A., Andreoni, A., Angarano, M., Antinori, G., Castelli, A., Cauda, F., Perri, Di, Galli, G., Iardino, M., Ippolito, R., Lazzarin, G., Perno, A., C. F., Von, Schloesser, Viale, F., Castagna, P., Ceccherini-Silberstein, A., Girardi, F., Mussini, E., Puoti, C., Ammassari, M., Balotta, A., Bandera, C., Bonfanti, A, Borderi, P., Calcagno, M., Calza, A., Capobianchi, L., Cingolani, M. R., Cinque, A., Luca, De, Gianotti, A., Gori, N., Guaraldi, A., Lapadula, G., Lichtner, G., Madeddu, M., Marchetti, G., Marcotullio, G., Monno, S., Nozza, L., Quiros, Roldan, Rossotti, E., Rusconi, R., Santoro, S., Saracino, M. M., Fanti, A., Galli, I., Lorenzini, L, Rodano, P., Shanyinde, A., Carletti, M., Carrara, F., Caro, Di, Graziano, S., Petrone, F., Prota, G, Quartu, S., Truffa, S., Giacometti, A., Valeriani, C., Santoro, C., Suardi, C., Donati, V., Verucchi, G., Minardi, C., Quirino, T., Abeli, C., Manconi, P. E., Piano, P., Cacopardo, B., Celesia, B., Vecchiet, J., Falasca, K., Sighinolfi, L., Segala, D., Mazzotta, F., Vichi, F., Cassola, G., Alessandrini, A., Bobbio, N., Mazzarello, G., Mastroianni, C., Belvisi, V., Caramma, I., Chiodera, A., Castelli, A. P., Rizzardini, G., Ridolfo, A. L., Piolini, R., Salpietro, S., Carenzi, L., Moioli, M. C., Tincati, C., Puzzolante, C., Abrescia, N., Chirianni, A., Borgia, G., Di Martino, F., Maddaloni, L., Gentile, I., Orlando, R., Baldelli, F., Francisci, D., Parruti, G., Ursini, T., Magnani, G., Ursitti, M. A., Vullo, V., Cristaudo, A., Baldin, G., Cicalini, S., Gallo, L., Nicastri, E., Acinapura, R., Capozzi, M., Libertone, R., Savinelli, S., Latini, A., Cecchetto, M., Viviani, F., Mura, M. S., Rossetti, B., Orofino, G. C., Sciandra, M., Bassetti, M., Londero, A., Pellizzer, G., Manfrin, V., Taramasso, L, Di Biagio, A, Maggiolo, F, Tavelli, A, Lo Caputo, S, Bonora, S., Zaccarelli, M, Caramello, P, Costantini, A, Viscoli, C., d'Arminio Monforte, A, Cozzi-Lepri, A, on behalf of the Italian Cohort NaiveAntiretrovirals (ICONA) Foundation Study, Group, Castagna, A, Taramasso, L., Di Biagio, A., Maggiolo, F., Tavelli, A., Lo Caputo, S., Zaccarelli, M., Caramello, P., Costantini, A., d'Arminio Monforte, A., Cozzi-Lepri, A., Andreoni, M., Angarano, G., Antinori, A., Castelli, F., Cauda, R., Di Perri, G., Galli, M., Iardino, R., Ippolito, G., Lazzarin, A., Perno, C.F., von Schloesser, F., Viale, P., Castagna, A., Ceccherini-Silberstein, F., Girardi, E., Mussini, C., Puoti, M., Ammassari, A., Balotta, C., Bandera, A., Bonfanti, P., Borderi, M., Calcagno, A., Calza, L., Capobianchi, M.R., Cingolani, A., Cinque, P., De Luca, A., Gianotti, N., Gori, A., Guaraldi, G., Lapadula, G., Lichtner, M., Madeddu, G., Marchetti, G., Marcotullio, S., Monno, L., Nozza, S., Quiros Roldan, E., Rossotti, R., Rusconi, S., Santoro, M.M., Saracino, A., Fanti, I., Galli, L., Lorenzini, P., Rodano, A., Shanyinde, M., Carletti, F., Carrara, S., Di Caro, A., Graziano, S., Petrone, F., Prota, G., Quartu, S., Truffa, S., Giacometti, A., Valeriani, C., Santoro, C., Suardi, C., Donati, V., Verucchi, G., Minardi, C., Quirino, T., Abeli, C., Manconi, P.E., Piano, P., Cacopardo, B., Celesia, B., Vecchiet, J., Falasca, K., Sighinolfi, L., Segala, D., Mazzotta, F., Vichi, F., Cassola, G., Alessandrini, A., Bobbio, N., Mazzarello, G., Mastroianni, C., Belvisi, V., Caramma, I., Chiodera, A., Castelli, A.P., Rizzardini, G., Ridolfo, A.L., Piolini, R., Salpietro, S., Carenzi, L., Moioli, M.C., Tincati, C., Puzzolante, C., Abrescia, N., Chirianni, A., Borgia, G., Di Martino, F., Maddaloni, L., Gentile, I., Orlando, R., Baldelli, F., Francisci, D., Parruti, G., Ursini, T., Magnani, G., Ursitti, M.A., Vullo, V., Cristaudo, A., Baldin, G., Cicalini, S., Gallo, L., Nicastri, E., Acinapura, R., Capozzi, M., Libertone, R., Savinelli, S., Latini, A., Cecchetto, M., Viviani, F., Mura, M.S., Rossetti, B., Orofino, G.C., Sciandra, M., Bassetti, M., Londero, A., Pellizzer, G., Manfrin, V., Bonora, S, Viscoli, C, Andreoni, M, Angarano, G, Antinori, A, Castelli, F, Cauda, R, Di Perri, G, Galli, M, Iardino, R, Ippolito, G, Lazzarin, A, Perno, C, von Schloesser, F, Viale, P, Ceccherini-Silberstein, F, Girardi, E, Mussini, C, Puoti, M, Ammassari, A, Balotta, C, Bandera, A, Bonfanti, P, Borderi, M, Calcagno, A, Calza, L, Capobianchi, M, Cingolani, A, Cinque, P, De Luca, A, Gianotti, N, Gori, A, Guaraldi, G, Lapadula, G, Lichtner, M, Madeddu, G, Marchetti, G, Marcotullio, S, Monno, L, Nozza, S, Quiros Roldan, E, Rossotti, R, Rusconi, S, Santoro, M, Saracino, A, Fanti, I, Galli, L, Lorenzini, P, Rodano, A, Shanyinde, M, Carletti, F, Carrara, S, Di Caro, A, Graziano, S, Petrone, F, Prota, G, Quartu, S, Truffa, S, Giacometti, A, Valeriani, C, Santoro, C, Suardi, C, Donati, V, Verucchi, G, Minardi, C, Quirino, T, Abeli, C, Manconi, P, Piano, P, Cacopardo, B, Celesia, B, Vecchiet, J, Falasca, K, Sighinolfi, L, Segala, D, Mazzotta, F, Vichi, F, Cassola, G, Alessandrini, A, Bobbio, N, Mazzarello, G, Mastroianni, C, Belvisi, V, Caramma, I, Chiodera, A, Castelli, A, Rizzardini, G, Ridolfo, A, Piolini, R, Salpietro, S, Carenzi, L, Moioli, M, Tincati, C, Puzzolante, C, Abrescia, N, Chirianni, A, Borgia, G, Di Martino, F, Maddaloni, L, Gentile, I, Orlando, R, Baldelli, F, Francisci, D, Parruti, G, Ursini, T, Magnani, G, Ursitti, M, Vullo, V, Cristaudo, A, Baldin, G, Cicalini, S, Gallo, L, Nicastri, E, Acinapura, R, Capozzi, M, Libertone, R, Savinelli, S, Latini, A, Cecchetto, M, Viviani, F, Mura, M, Rossetti, B, Orofino, G, Sciandra, M, Bassetti, M, Londero, A, Pellizzer, G, Manfrin, V, Perno, C. F., Capobianchi, M. R., Santoro, M. M., Manconi, P. E., Castelli, A. P., Ridolfo, A. L., Moioli, M. C., Ursitti, M. A., Mura, M. S., and Orofino, G. C.

Subjects
0301 basic medicine, medicine.medical_specialty, Efavirenz, combination antiretroviral therapy, durability, efavirenz, naïve, rilpivirine, Health Policy, Infectious Diseases, Pharmacology (medical), Infectious Disease, Emtricitabine, Gastroenterology, NO, 03 medical and health sciences, chemistry.chemical_compound, Interquartile range, Internal medicine, medicine, business.industry, 030112 virology, Confidence interval, Discontinuation, naive, Regimen, chemistry, combination antiretroviral therapy, durability, efavirenz, naïve, rilpivirine, Rilpivirine, business, Viral load, medicine.drug
Abstract

Objectives: The aim of this study was to compare the durabilities of efavirenz (EFV) and rilpivirine (RPV) in combination with tenofovir/emtricitabine (TDF/FTC) in first-line regimens. Methods: A multicentre prospective and observational study was carried out. We included all patients participating in the Italian Cohort Naive Antiretrovirals (ICONA) Foundation Study who started first-line combination antiretroviral therapy (cART) with TDF/FTC in combination with RPV or EFV, with a baseline viral load < 100 000 HIV-1 RNA copies/mL. Survival analyses using Kaplan–Meier (KM) curves and Cox regression with time-fixed covariates at baseline were employed. Results: Overall, 1490 ART-naïve patients were included in the study, of whom 704 were initiating their first cART with EFV and 786 with RPV. Patients treated with EFV, compared with those on RPV, were older [median 36 (interquartile range (IQR) 30–43) years vs. 33 (IQR 27–39) years, respectively; P < 0.001], were more frequently at Centers for Disease Control and Prevention (CDC) stage C (3.1% vs. 1.4%, respectively; P = 0.024), and had a lower median baseline CD4 count [340 (IQR 257–421) cells/μL vs. 447 (IQR 347–580) cells/μL, respectively; P < 0.001] and a higher median viral load [4.38 (IQR 3.92–4.74) log10 copies/mL vs. 4.23 (IQR 3.81–4.59) log10 copies/mL, respectively], (P = 0.004). A total of 343 patients discontinued at least one drug of those included in the first cART regimen, more often EFV (26%) than RPV (13%), by 2 years (P < 0.0001). After adjustment, patients treated with EFV were more likely to discontinue at least one drug for any cause [relative hazard (RH) 4.09; 95% confidence interval (CI) 2.89–5.80], for toxicity (RH 2.23; 95% CI 1.05–4.73) for intolerance (RH 5.17; 95% CI 2.66–10.07) and for proactive switch (RH 10.96; 95% CI 3.17–37.87) than those starting RPV. Conclusions: In our nonrandomized comparison, RPV was better tolerated, less toxic and showed longer durability than EFV, without a significant difference in rates of discontinuation because of failures.

Published
2018

47. ADA- Documento D2.1 Design della Soluzione

Author

Debole F., Carrara F., and Gennaro C.

Subjects
Manufacturing, Progetto ADA-POR FESR 2014-2020, Image text analysis
Abstract

Questo report contiene tutti i risultati ottenuti in fase di design dell'intera soluzione di progetto. Questo documento rappresenta anche un input fondamentale per la fase di validazione con gli utenti finali della piattaforma progettuale e consentirà, in fase di test, di poter delineare le relative procedure di verifica anche dell'usabilità e livello di accettazione della soluzione proposta. In particolare il Deliverable include i risultati che il consorzio ha raggiunto nel disegnare i moduli e le interfacce dei vari moduli, quali: 1. Image e Text Analysis 2. Manufacturing Big Data Management 3. Blockchain 4. Automatizzazione Test & Manutenzione Predittiva 5. Analytics Module 6. UX Module

Published
2018

49. Effects of Sevelamer Carbonate in Patients With CKD and Proteinuria: The ANSWER Randomized Trial

Author

Ruggiero, Barbara, primary, Trillini, Matias, additional, Tartaglione, Lida, additional, Rotondi, Silverio, additional, Perticucci, Elena, additional, Tripepi, Rocco, additional, Aparicio, Carolina, additional, Lecchi, Veruska, additional, Perna, Annalisa, additional, Peraro, Francesco, additional, Villa, Davide, additional, Ferrari, Silvia, additional, Cannata, Antonio, additional, Mazzaferro, Sandro, additional, Mallamaci, Francesca, additional, Zoccali, Carmine, additional, Bellasi, Antonio, additional, Cozzolino, Mario, additional, Remuzzi, Giuseppe, additional, Ruggenenti, Piero, additional, Kohan, Donald E., additional, Perico, N., additional, Ruggenenti, P., additional, Remuzzi, G., additional, Ruggiero, B., additional, Trillini, M., additional, Aparicio, C., additional, Tartaglione, L., additional, Rotondi, S., additional, Prandini, S., additional, Lecchi, V., additional, Cugini, D., additional, Gherardi, G., additional, Zoccali, C., additional, Mallamaci, F., additional, Parlongo, G., additional, Panuccio, V., additional, Caridi, G., additional, Tripepi, R., additional, Rubis, N., additional, Diadei, O., additional, Villa, D., additional, Carminati, S., additional, Martinetti, D., additional, Giuliano, G.A., additional, Perna, A., additional, Peraro, F., additional, Celeste, A., additional, Gaspari, F., additional, Carrara, F., additional, Ferrari, S., additional, Stucchi, N., additional, Cannata, A., additional, Mazzaferro, S., additional, Fassino, V., additional, Boccardo, P., additional, and Peracchi, S., additional

Published
2019
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